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Hart}, title = {Convergence {E}xamples of a {F}ilter-{B}ased {E}volutionary {A}lgorithm}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {666--677}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @incollection{Cobb08, author = {Corie L. Cobb and Ying Zhang and Alice M. Agogino and Jennifer Mangold}, title = {{Knowledge-Based Evolutionary Linkage in MEMS Design Synthesis}}, booktitle = {Linkage in Evolutionary Computation}, editor = {Ying-ping Chen and Meng-Hiot Lim}, pages = {461--483}, publisher = {Springer-Verlag}, address = {Berlin Heidelberg}, year = {2008} } @inproceedings{Cococcioni05, author = {M. Cococcioni and P. Ducange and B. Lazzerini and F. Marcelloni and M. Vecchio}, title = {Identification of Mamdani Fuzzy Systems based on a Multi-Objective Genetic Algorithm}, booktitle = {AI*IA 2005 Workshop on Evolutionary Computation}, volume = {1}, pages = {1--10}, address = {Milan, Italy}, year = {2005} } @inproceedings{Cococcioni05a, author = {M. Cococcioni and P. Guasqui and B. Lazzerini and F. Marcelloni}, title = {Identification of {T}akagi-{S}ugeno {F}uzzy {S}ystems based on {M}ulti-{O}bjective {G}enetic {A}lgorithms}, booktitle = {International Workshop on Fuzzy Logic and Applications}, publisher = {Springer-Verlag. Lecture Notes on Artificial Intelligence Vol. 3849}, pages = {172--177}, year = {2005} } @inproceedings{Cococcioni06, author = {M. Cococcioni and P. Ducange and B. Lazzerini and F. Marcelloni}, title = {A comparison of multi-objective evolutionary algorithms in fuzzy Rule-Based systems generation}, booktitle = {Proceedings of the North American Fuzzy Information Processing Society (NAFIPS'06)}, address = {Montreal, Canada}, month = {June}, year = {2006} } @inproceedings{Cococcioni07, author = {Marco Cococcioni and Pietro Ducange and Beatrice Lazzerini and Francesco Marcelloni}, title = {{A New Multi-Objective Evolutionary Algorithm Based on Convex Hull for Binary Classifier Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3150--3156}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Cochenour05, author = {Grant Cochenour and Jerad Simon and Sanjoy Das and Anil Pahwa and Surasish Nag}, title = {A {P}areto {A}rchive {E}volutionary {S}trategy {B}ased {R}adial {B}asis {F}unction {N}eural {N}etwork {T}raining {A}lgorithm for {F}ailure {R}ate {P}rediction in {O}verhead {F}eeders}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {2127--2132}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @article{Cochran03, author = {Jeffery K. Cochran and Shwu-Min Horng and John W. Fowler}, title = {A {M}ulti-{P}opulation {G}enetic {A}lgorithm to {S}olve {M}ulti-{O}bjective {S}cheduling {P}roblems for {P}arallel {M}achines}, journal = {Computers and Operations Research}, volume = {30}, number = {7}, pages = {1087--1102}, year = {2003} } @article{Coelho03, author = {Rajan Filomeno Coelho and Hugues Bersini and Philippe Bouillard}, journal = {Computer Methods in Applied Mechanics and Engineering}, volume = {192}, number = {39-40}, pages = {4355--4378}, title = {Parametrical {M}echanical {D}esign with {C}onstraints and {P}references: {A}pplication to a {P}urge {V}alve}, month = {September}, year = {2003} } @phdthesis{Coelho04, author = {Rajan Filomeno Coelho}, title = {Multicriteria {O}ptimization with {E}xpert {R}ules for {M}echanical {D}esign}, school = {Facult\'{e} des Sciences Appliqu\'{e}es, Universit\'{e} Libre de Bruxelles}, address = {Belgium}, year = {2004} } @inproceedings{Coelho04a, author = {Rajan Filomeno Coelho and Philippe Bouillard}, title = {{PAMUC} {II} for multicriteria optimization of mechanical designs with expert rules}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {17--22}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Coelho04b, author = {R. Filomeno Coelho and PH. Bouillard and H. Bersini}, title = {{PAMUC}: {A} {N}ew {M}ethod to {H}andle {C}onstraints and {M}ultiobjectivity in {E}volutionary {A}lgorithms}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {91--100}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @article{Coelho05, author = {R.F. Coelho and P. Bouillard}, title = {A multicriteria evolutionary algorithm for mechanical design optimization with expert rules}, journal = {International Journal for Numerical Methods in Engineering}, volume = {62}, number = {4}, pages = {516--536}, month = {January}, year = {2005} } @inproceedings{Coelho06, author = {Guilherme P. Coelho and Fernando Von Zuben}, title = {Omni-aiNet: An immune-inspired approach for omni optimization}, booktitle = {Artificial Immune Systems, 5th International Conference, ICARIS 2006, Proceedings}, editor = {Hughes Bersini and Jorge Carneiro}, pages = {294--308}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 4163}, address = {Oeiras, Portugal}, month = {September}, year = {2006} } @inproceedings{Coelho08, author = {Guilherme Palermo Coelho and Fabr\'{\i}cio Olivetti de Fran\c{c}a and Fernando J. Von Zuben}, title = {{A Multi-Objective Multipopulation Approach for Biclustering}}, booktitle = {Artificial Immune Systems, 7th International Conference, ICARIS 2008}, pages = {71--82}, editor = {Peter J. Bentley and Doheon Lee and Sungwon Jung}, publisher = {Springer. Lecture Notes in Computer Science Volume 5132}, address = {Phuket, Thailand}, month = {August 10-13}, year = {2008} } @article{Coelho08a, author = {Leandro dos Santos Coelho and Piergiorgio Alotto}, title = {Multiobjective electromagnetic optimization based on a nondominated sorting genetic approach with a chaotic crossover operator}, journal = {IEEE Transactions on Magnetics}, volume = {44}, number = {6}, pages = {1078--1081}, month = {June}, year = {2008} } @article{Coelho08b, author = {Leandro dos Santos Coelho and Piergiorgio Alotto}, title = {Loney's solenoid design using an artificial immune network with local search based on the simplex method}, journal = {IEEE Transactions on Magnetics}, volume = {44}, number = {6}, pages = {1070--1073}, month = {June}, year = {2008} } @inproceedings{Coello95e, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen and A. {Hern{\'{a}}ndez Aguirre}}, ADDRESS = {Herndon, Virginia, U.S.A.}, BOOKTITLE = {Proceedings of the Seventh International Conference on Tools with Artificial Intelligence}, KEY = {Coello et al., 1995}, MONTH = {November}, PAGES = {20--23}, PUBLISHER = {IEEE Computer Society Press}, TITLE = {Multiobjective {D}esign {O}ptimization of {C}ounterweight {B}alancing of a {R}obot {A}rm using {G}enetic {A}lgorithms}, YEAR = {1995} } @inproceedings{Coello95f, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen}, ADDRESS = {St. Louis, Missouri, USA}, BOOKTITLE = {Intelligent Engineering Systems Through Artificial Neural Networks. Volume 5. Fuzzy Logic and Evolutionary Programming}, EDITOR = {Cihan H. Dagli and Metin Akay and C. L. Philip Chen and Benito R. Fern\'{a}ndez and Joydeep Ghosh}, KEY = {Coello \& Christiansen, 1995}, MONTH = {November}, PAGES = {411--416}, PUBLISHER = {ASME Press}, TITLE = {An {A}pproach to {M}ultiobjective {O}ptimization {U}sing {G}enetic {A}lgorithms}, YEAR = {1995} } @inproceedings{Coello95j, AUTHOR = {Carlos A. {Coello Coello} and Alan D. Christiansen and Arturo {Hern{\'{a}}ndez Aguirre}}, ADDRESS = {San Francisco, California}, BOOKTITLE = {EXPERSYS-95 Expert Systems Applications and Artificial Intelligence}, EDITOR = {Jacob J. G. Chen}, KEY = {Coello et al., 1995}, MONTH = {November}, ORGANIZATION = {I. I. T. T. International}, PAGES = {243--248}, PUBLISHER = {Technology Transfer Series}, TITLE = {Use of {G}enetic {A}lgorithms for {M}ultiobjective {O}ptimization of {C}ounterweight {B}alancing of {R}obot {A}rms}, YEAR = {1995} } @inproceedings{Coello98d, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Lisbon, Portugal}, BOOKTITLE = {IBERAMIA'98. Lecture Notes in Computer Science}, KEY = {Coello, 1998d}, MONTH = {October}, PAGES = {303--314}, PUBLISHER = {Springer-Verlag}, TITLE = {Using a {M}in-{M}ax {M}ethod to solve {M}ultiobjective {O}ptimization {P}roblems with {G}enetic {A}lgorithms}, YEAR = {1998} } @phdthesis{Coello96, author = {Carlos Artemio {Coello Coello}}, address = {New Orleans, LA}, key = {Coello, 1996}, month = {April}, school = {Department of Computer Science, Tulane University}, title = {An Empirical Study of Evolutionary Techniques for Multiobjective Optimization in Engineering Design}, year = {1996} } @article{Coello98, author = {Carlos A. {Coello Coello} and Alan D. Christiansen and Arturo {Hern\'{a}ndez Aguirre}}, journal = {Robotica}, key = {Coello et al., 1998}, title = {Using a {N}ew {G}{A}-{B}ased {M}ultiobjective {O}ptimization {T}echnique for the {D}esign of {R}obot {A}rms}, volume = {16}, number = {4}, month = {July--August}, pages = {401--414}, year = {1998} } @article{Coello98a, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Civil Engineering Systems}, key = {Coello \& Christiansen, 1998a}, title = {Two {N}ew {G}{A}-based methods for multiobjective optimization}, volume = {15}, number = {3}, pages = {207--243}, year = {1998} } @article{Coello99a, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Engineering Optimization}, key = {Coello \& Christiansen, 1999}, volume = {31}, number = {3}, pages = {337--368}, title = {{M}{O}{S}{E}{S} : {A} {M}ultiobjective {O}ptimization {T}ool for {E}ngineering {D}esign}, year = {1999} } @techreport{Coello98c, author = {Carlos A. {Coello Coello}}, address = {Xalapa, Veracruz, M\'{e}xico}, institution = {Laboratorio Nacional de Inform\'{a}tica Avanzada (LANIA)}, key = {Coello, 1998c}, number = {Lania-RD-98-08}, month = {December}, title = {An {U}pdated {S}urvey of {G}{A}-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, year = {1998} } @article{Coello99, author = {Carlos A. {Coello Coello}}, journal = {Knowledge and Information Systems. An International Journal}, key = {Coello, 1999}, volume = {1}, number = {3}, month = {August}, title = {A {C}omprehensive {S}urvey of {E}volutionary-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, pages = {269--308}, year = {1999} } @inproceedings{Coello99b, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Coello, 1999b}, PAGES = {3--13}, MONTH = {July}, VOLUME = {1}, TITLE = {An {U}pdated {S}urvey of {E}volutionary {M}ultiobjective {O}ptimization {T}echniques : {S}tate of the {A}rt and {F}uture {T}rends}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Coello99c, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Coello, 1999c}, PAGES = {117--118}, MONTH = {July}, TITLE = {Constraint handling through a multiobjective optimization technique}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @article{Coello00b, author = {Carlos A. {Coello Coello} and Alan D. Christiansen}, journal = {Computers and Structures}, key = {Coello \& Christiansen, 2000b}, title = {Multiobjective optimization of trusses using genetic algorithms}, volume = {75}, number = {6}, pages = {647--660}, month = {May}, year = {2000} } @article{Coello00, author = {Carlos A. {Coello Coello}}, journal = {Engineering Optimization}, key = {Coello, 2000}, volume = {32}, number = {3}, pages = {275--308}, title = {{T}reating {C}onstraints as {O}bjectives for {S}ingle-{O}bjective {E}volutionary {O}ptimization}, year = {2000} } @inproceedings{Coello00c, AUTHOR = {Carlos A. {Coello Coello}}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Coello, 2000c}, MONTH = {July}, TITLE = {Handling {P}references in {E}volutionary {M}ultiobjective {O}ptimization: {A} {S}urvey}, pages = {30--37}, volume = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @article{Coello00d, author = {Carlos A. {Coello Coello}}, journal = {Civil Engineering and Environmental Systems}, key = {Coello, 2000d}, title = {Constraint-handling using an evolutionary multiobjective optimization technique}, volume = {17}, pages = {319--346}, year = {2000} } @inproceedings{Coello00e, AUTHOR = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Bill P. Buckles}, ADDRESS = {Los Alamitos, California}, BOOKTITLE = {Proceedings of the Second NASA/DoD Workshop on Evolvable Hardware}, KEY = {Coello et al., 2000e}, MONTH = {July}, TITLE = {Evolutionary {M}ultiobjective {D}esign of {C}ombinational {L}ogic {C}ircuits}, pages = {161--170}, EDITOR = {Jason Lohn and Adrian Stoica and Didier Keymeulen and Silvano Colombano}, PUBLISHER = {IEEE Computer Society}, YEAR = {2000} } @article{Coello00f, author = {Carlos A. {Coello Coello}}, title = {An {U}pdated {S}urvey of {GA}-{B}ased {M}ultiobjective {O}ptimization {T}echniques}, journal = {ACM Computing Surveys}, volume = {32}, number = {2}, pages = {109--143}, month = {June}, year = {2000} } @incollection{Coello01, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, key = {Coello \& Toscano, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {M}icro-{G}enetic {A}lgorithm for {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {126--140}, year = {2001} } @incollection{Coello01a, author = {Carlos A. {Coello Coello}}, key = {Coello, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {S}hort {T}utorial on {E}volutionary {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {21--40}, year = {2001} } @inproceedings{Coello01b, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, title = {Multiobjective {O}ptimization using a {M}icro-{G}enetic {A}lgorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {274--282}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @book{Coello02, author = {Carlos A. {Coello Coello} and David A. {Van Veldhuizen} and Gary B. Lamont}, title = {Evolutionary {A}lgorithms for {S}olving {M}ulti-{O}bjective {P}roblems}, publisher = {Kluwer Academic Publishers}, month = {May}, address = {New York}, year = {2002}, note = {ISBN 0-3064-6762-3} } @incollection{Coello02a, author = {Carlos A. {Coello Coello}}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization: {A} {C}ritical {R}eview}, booktitle = {Evolutionary Optimization}, editor = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, publisher = {Kluwer Academic Publishers}, pages = {117--146}, address = {New York}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @inproceedings{Coello02b, author = {Carlos A. {Coello Coello} and Maximino {Salazar Lechuga}}, title = {{MOPSO}: {A} {P}roposal for {M}ultiple {O}bjective {P}article {S}warm {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1051--1056}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @incollection{Coello02c, author = {Carlos A. {Coello Coello} and Carlos E. {Mariano Romero}}, title = {Evolutionary {A}lgorithms and {M}ultiple {O}bjective {O}ptimization}, booktitle = {Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys}, editor = {Matthias Ehrgott and Xavier Gandibleux}, pages = {277--331}, publisher = {Kluwer Academic Publishers}, address = {Boston}, year = {2002} } @inproceedings{Coello02d, author = {Carlos A. {Coello Coello} and Nareli {Cruz Cort\'{e}s}}, title = {An {A}pproach to {S}olve {M}ultiobjective {O}ptimization {P}roblems {B}ased on an {A}rtificial {I}mmune {S}ystem}, booktitle = {First International Conference on Artificial Immune Systems (ICARIS'2002)}, editor = {Jonathan Timmis and Peter J. Bentley}, publisher = {University of Kent at Canterbury, UK}, pages = {212--221}, month = {September}, note = {ISBN 1-902671-32-5}, year = {2002} } @article{Coello02e, author = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre}}, title = {Design of {C}ombinational {L}ogic {C}ircuits through an {E}volutionary {M}ultiobjective {O}ptimization {A}pproach}, journal = {Artificial Intelligence for Engineering, Design, Analysis and Manufacture}, volume = {16}, number = {1}, pages = {39--53}, month = {January}, year = {2002} } @inproceedings{Coello03, author = {Carlos A. {Coello Coello} and Ricardo {Landa Becerra}}, title = {Evolutionary {M}ultiobjective {O}ptimization using a {C}ultural {A}lgorithm}, booktitle = {2003 IEEE Swarm Intelligence Symposium Proceedings}, pages = {6--13}, publisher = {IEEE Service Center}, address = {Indianapolis, Indiana, USA}, month = {April}, year = {2003} } @inproceedings{Coello03a, author = {C. A. {Coello Coello} and G. {Toscano Pulido} and A. {Hern\'{a}ndez Aguirre}}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {S}tructural {O}ptimization}, booktitle = {Computational Fluid and Solid Mechanics 2003. Proceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics}, editor = {K.J. Bathe}, pages = {2244--2248}, publisher = {Elsevier}, volume = {2}, address = {The Netherlands}, month = {June}, year = {2003} } @inproceedings{Coello03b, author = {Carlos A. {Coello Coello} and Margarita {Reyes Sierra}}, title = {A {C}oevolutionary {M}ulti-{O}bjective {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {482--489}, volume = {1}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Coello03c, author = {Carlos A. {Coello Coello}}, title = {Evolutionary {M}ultiobjective {O}ptimization: {C}urrent and {F}uture {C}hallenges}, booktitle = {Advances in Soft Computing---Engineering, Design and Manufacturing}, editor = {Jose Benitez and Oscar Cordon and Frank Hoffmann and Rajkumar Roy}, pages = {243--256}, publisher = {Springer-Verlag}, month = {September}, year = {2003} } @article{Coello04, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido} and Maximino {Salazar Lechuga}}, title = {Handling {M}ultiple {O}bjectives {W}ith {P}article {S}warm {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {8}, number = {3}, pages = {256--279}, month = {June}, year = {2004} } @inproceedings{Coello04a, author = {Carlos A. {Coello Coello} and Margarita {Reyes Sierra}}, title = {A {S}tudy of the {P}arallelization of a {C}oevolutionary {M}ulti-{O}bjective {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the Third Mexican International Conference on Artificial Intelligence (MICAI'2004)}, editor = {Ra\'{u}l Monroy and Gustavo Arroyo-Figueroa and Luis Enrique Sucar and Humberto Sossa}, pages = {688--697}, publisher = {Springer Verlag. Lecture Notes in Artificial Intelligence Vol. 2972}, month = {April}, year = {2004} } @book{Coello04b, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, title = {Applications of {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, publisher = {World Scientific}, address = {Singapore}, year = {2004}, note = {ISBN 981-256-106-4} } @incollection{Coello04c, author = {Carlos A. {Coello Coello} and Gary B. Lamont}, title = {An {I}ntroduction to {M}ulti-{O}bjective {E}volutionary {A}lgorithms and {T}heir {A}pplications}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {1--28}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Coello05, author = {Carlos A. {Coello Coello}}, title = {Recent {T}rends in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {7--32}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @incollection{Coello05a, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido} and Efr\'{e}n {Mezura Montes}}, title = {Current and Future Research Trends in Evolutionary Multiobjective Optimization}, booktitle = {Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations}, editor = {Manuel Gra\~{n}a and Richard Duro and Alicia d'Anjou and Paul P. Wang}, publisher = {Springer-Verlag}, pages = {213--231}, note = {ISBN 1-8523-3866-0}, year = {2005} } @article{Coello05b, author = {Carlos A. {Coello Coello} and Nareli {Cruz Cort\'{e}s}}, title = {Solving {M}ultiobjective {O}ptimization {P}roblems using an {A}rtificial {I}mmune {S}ystem}, journal = {Genetic Programming and Evolvable Machines}, pages = {163--190}, volume = {6}, number = {2}, month = {June}, year = {2005} } @article{Coello05c, author = {Carlos A. {Coello Coello} and Gregorio {Toscano Pulido}}, title = {Multiobjective {S}tructural {O}ptimization using a {M}icro-{G}enetic {A}lgorithm}, journal = {Structural and Multidisciplinary Optimization}, volume = {30}, number = {5}, pages = {388--403}, month = {November}, year = {2005} } @article{Coello06, author = {Carlos A. {Coello Coello}}, title = {The {EMOO} repository: a resource for doing research in evolutionary multiobjective optimization}, journal = {IEEE Computational Intelligence Magazine}, volume = {1}, number = {1}, pages = {37--45}, month = {February}, year = {2006} } @article{Coello06a, author = {Carlos A. {Coello Coello}}, title = {Evolutionary Multiobjective Optimization: A Historical View of the Field}, journal = {IEEE Computational Intelligence Magazine}, volume = {1}, number = {1}, pages = {28--36}, month = {February}, year = {2006} } @incollection{Coello06b, author = {Carlos A. {Coello Coello}}, title = {20 {Y}ears of {E}volutionary {M}ulti-{O}bjective {O}ptimization: {W}hat {H}as {B}een {D}one and {W}hat {R}emains to be {D}one}, booktitle = {Computational Intelligence: Principles and Practice}, editor = {Gary Y. Yen and David B. Fogel}, publisher = {IEEE Computational Intelligence Society}, chapter = {4}, pages = {73--88}, address = {Vancouver, Canada}, year = {2006, ISBN 0-9787135-0-8} } @incollection{Coello06c, author = {Carlos A. {Coello Coello}}, title = {Evolutionary Multi-Objective Optimization in Finance}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {74--88}, volume = {1}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @book{Coello07, author = {Carlos A. {Coello Coello} and Gary B. Lamont and David A. {Van Veldhuizen}}, title = {Evolutionary Algorithms for Solving Multi-Objective Problems}, edition = {Second}, publisher = {Springer}, address = {New York}, month = {September}, year = {2007}, note = {ISBN 978-0-387-33254-3} } @article{Coello09, author = {Carlos A. {Coello Coello} and Ricardo {Landa Becerra}}, title = {Evolutionary Multi-Objective Optimization in Materials Science and Engineering}, journal = {Materials and Manufacturing Processes}, volume = {24}, number = {2}, pages = {119--129}, month = {February}, year = {2009} } @article{Coello09a, author = {Carlos A. {Coello Coello}}, title = {{Evolutionary Multi-Objective Optimization: Some Current Research Trends and Topics that Remain to be Explored}}, journal = {Frontiers of Computer Science in China}, volume = {3}, number = {1}, pages = {18--30}, year = {2009} } @inproceedings{Coley02, author = {David A. 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Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {158--170}, month = {July}, year = {2003} } @inproceedings{Cruz03a, author = {Nareli {Cruz Cort\'{e}s} and Carlos A. {Coello Coello}}, title = {Using {A}rtificial {I}mmune {S}ystems to {S}olve {O}ptimization {P}roblems}, booktitle = {2003 Genetic and Evolutionary Computation Conference. Workshop Program}, editor = {Alwyn Barry}, pages = {312--315}, publisher = {AAAI}, address = {Chicago, Illinois, USA}, month = {July}, year = {2003} } @inproceedings{Cruz03b, author = {J.M. de la Cruz and B. de Andres-Toro and A. Herr\'{a}n and E. Besada Porta and P. 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Viana}, title = {Using multi-objective evolutionary algorithms to optimize mechanical properties of injection molded part}, journal = {International Polymer Processing}, volume = {20}, number = {3}, pages = {274--285}, month = {September}, year = {2005} } @article{Cunha05b, author = {A. Gaspar-Cunha and A. Vieira}, title = {A Multi-Objective Evolutionary Algorithm using Neural Networks to Approximate Fitness Evaluations}, journal = {International Journal of Computers, Systems and Signals}, volume = {6}, number = {1}, pages = {18--36}, year = {2005} } @inproceedings{Cunha05c, author = {A. Gaspar-Cunha}, title = {{A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders}}, booktitle = {Adaptive and Natural Computing Algorithms}, pages = {189--193}, editor = {Bernardete Ribeiro and Rudolf F. Albrecht and Andrej Dobnikar and David W. Pearson and Nigel C. 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Lecture Notes in Computer Science Vol. 3449}, address = {Lausanne, Switzerland}, month = {March/April}, year = {2005} } @incollection{Cutello08, author = {Vincenzo Cutello and Giuseppe Narzisi and Giuseppe Nicosia}, title = {Computational {S}tudies of {P}rotein {S}tructure {P}rediction {P}roblems via {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {93--114}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @inproceedings{Cvetkovic98c, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Evolutionary Design and Multi--objective Optimisation}, booktitle = {6th European Congress on Intelligent Techniques and Soft Computing {EUFIT}'98}, year = {1998}, address = {Aachen, Germany}, month = {September}, pages = {397--401} } @inproceedings{Cvetkovic99a, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Use of {P}references for {GA}--based {M}ulti--objective {O}ptimisation}, booktitle = {GECCO--99: Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith}, pages = {1504--1509}, volume = {2}, year = 1999, publisher = {Morgan Kaufmann Publishers}, address = {Orlando, Florida, USA} } @inproceedings{Cvetkovic99b, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Genetic {A}lgorithm--based {M}ulti--objective {O}ptimisation and {C}onceptual {E}ngineering {D}esign}, booktitle = {Congress on Evolutionary Computation -- CEC99}, year = 1999, address = {Washington D.C., USA}, volume = {1}, pages = {29--36}, organization = {IEEE} } @inproceedings{Cvetkovic99c, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Genetic {A}lgorithms {B}ased {S}ystems for {C}onceptual {E}ngineering {D}esign}, booktitle = {Proceedings of the 12th International Conference on Engineering Design ICED'99}, editor = {U. Lindemann and H. Birkhofer and H. Meerkamm and S. Vajna}, year = 1999, volume = 2, pages = {1035--1038}, organization = {TU M{\"u}nchen}, address = {M{\"u}nchen, Germany}, month = {August} } @article{Cvetkovic00, author = {Ian C. Parmee and Dragan Cvetkovi{\'c} and Andrew H. Watson and Christopher R. Bonham}, title = {Multi--Objective {S}atisfaction within an {I}nteractive {E}volutionary {D}esign {E}nvironment}, journal = {Evolutionary Computation}, year = 2000, pages = {197--222}, volume = 8, number = 2 } @inproceedings{Cvetkovic00a, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Designer's Preferences and Multi--Objective Preliminary Design Processes}, booktitle = {Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2000)}, editor = {Ian C. Parmee}, year = 2000, pages = {249--260}, organization = {PEDC, University of Plymouth, UK}, publisher = {Springer London} } @phdthesis{Cvetkovic00b, author = {Dragan Cvetkovi{\'c}}, title = {Evolutionary {M}ulti--{O}bjective {D}ecision {S}upport {S}ystems for {C}onceptual {D}esign}, school = {School of Computing, University of Plymouth, Plymouth, UK}, month = {November}, year = 2000 } @article{Cvetkovic02, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Preferences and their {A}pplication in {E}volutionary {M}ultiobjective {O}ptimisation}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {6}, number = {1}, pages = {42--57}, month = {February}, year = {2002} } @inproceedings{Cvetkovic02a, author = {Dragan Cvetkovi{\'c} and Ian C. Parmee}, title = {Agent-based {S}upport within an {I}nteractive {E}volutionary {D}esign {S}ystem}, editor = {I.C. Parmee}, booktitle = {Proceedings of the Fifth International Conference on Adaptive Computing Design and Manufacture (ACDM 2002)}, publisher = {Springer-Verlag}, address = {University of Exeter, Devon, UK}, month = {April}, volume = {5}, pages = {355--367}, year = {2002} } @article{Cvetkovic02b, author = {Dragan Cvetkovi\'c and Ian C. 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Yen}, title = {{Cultural MOPSO: A Cultural Framework to Adapt Parameters of Multiobjective Particle Swarm Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1325--1332}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Dangelo04, author = {S. D'Angelo and M. Fantetti and E. Minisci}, title = {Hang-{G}lider {W}ing {D}esign by {G}enetic {O}ptimization}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {47--58}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @incollection{Dangelo04a, author = {Salvatore D'Angelo and Edmondo Minisci and Marco Dutto}, title = {Evolutionary {O}ptimization of a {R}obust {C}ontroller for {F}light {M}aneuvers}, booktitle = {Bioinspired Optimization Methods and Their Applications. 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Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {299--305}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Datta05, author = {Dilip Datta and Kalyanmoy Deb}, title = {Design of optimum cross-sections for load-carrying members using multi-objective evolutionary algorithms}, booktitle = {Proceedings of the International Conference on Systemics, Cybernetics and Informatics (ICSCI)}, pages = {571--577}, address = {Hyberabad, India}, year = {2005} } @article{Datta06, author = {Dilip Datta and Kalyanmoy Deb}, title = {Design of optimum cross-sections for load carrying members using multi-objective evolutionary algorithms}, journal = {Journal of Systemics, Cybernetics and Informatics}, volume = {1}, pages = {57--63}, month = {January}, year = {2006} } @phdthesis{Datta06a, author = {Dilip Datta}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {R}esource {A}llocation {P}roblems}, school = {Department of Mechanical Engineering, Indian Institute of Technology Kanpur}, address = {India}, month = {July}, year = {2006} } @article{Datta07, author = {Shubhabrata Datta and Frank Pettersson and Subhas Ganguly and Henrik Sax\'{e}n and Niruopam Chakraborti}, title = {Designing High Strength Multi-phase Steel for Improved Strength-Ductility Balance Using Neural Networks and Multi-objective Genetic Algorithms}, journal = {ISIJ International}, volume = {47}, number = {8}, pages = {1195--1203}, year = {2007} } @incollection{Datta07a, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca}, title = {Multi-{O}bjective {E}volutionary {A}lgorithm for {U}niversity {C}lass {T}imetabling {P}roblem}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {197--236}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @inproceedings{Datta07b, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca}, title = {Multi-objective {E}volutionary {A}lgorithms for {R}esource {A}llocation {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {401--416}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Datta07c, author = {Dilip Datta and Kalyanmoy Deb and Carlos M. Fonseca and Fernando G. Lobo and Paulo A. Condado and J\'{u}lia Seixas}, title = {{Multi-Objective Evolutionary Algorithm for Land-Use Management Problem}}, journal = {International Journal of Computational Intelligence Research}, volume = {3}, number = {4}, pages = {371--384}, year = {2007} } @article{Datta08, author = {Shubhabrata Datta and Frank Pettersson and Subhas Ganguly and Henrik Saxen and Nirupam Chakraborti}, title = {Identification of factors governing mechanical properties of {TRIP}-aided steel using genetic algorithms and neural networks}, journal = {Materials and Manufacturing Processes}, volume = {23}, number = {2}, pages = {131--138}, year = {2008} } @inproceedings{Datta08a, author = {Dilip Datta and Jos\'{e} Rui Figueira and Carlos M. Fonseca and Fernando Tavares-Pereira}, title = {{Graph Partitioning Through a Multi-Objective Evolutionary Algorithm: A Preliminary Study}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {625--632}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Dawson07, author = {Peter Dawson and Geoff Parks and Daniel Jaeggi and Arturo Molina-Cristobal and P. John Clarkson}, title = {The {D}evelopment of a {M}ulti-threaded {M}ulti-objective {T}abu {S}earch {A}lgorithm}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {242--256}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Day02, author = {R. O. Day and J. B. Zydallis and G. B. Lamont}, title = {Solving the {P}rotein structure {P}rediction {P}roblem through a {M}ulti-{O}bjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of IEEE/DARPA International Conference on Computational Nanoscience (ICCN'02)}, pages = {32--35}, year = {2002} } @inproceedings{Day03, author = {Richard O. Day and Mark P. Kleeman and Gary B. Lamont}, title = {Solving the {M}ulti-objective {Q}uadratic {A}ssignment {P}roblem using a fast messy {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2277--2283}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Day04, author = {Richard O. Day and Mark P. Kleeman and Gary B. Lamont}, title = {Multi-{O}bjective fast messy {G}enetic {A}lgorithm {S}olving {D}eception {P}roblems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1502--1509}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Day05, author = {Richard O. Day and Gary B. Lamont}, title = {Extended {M}ulti-objective fast messy {G}enetic {A}lgorithm {S}olving {D}eception {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {296--310}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Day05a, author = {Richard O. Day and Gary B. Lamont}, title = {Multiobjective {Q}uadratic {A}ssignment {P}roblem {S}olved by an {E}xplicit {B}uilding {B}lock {S}earch {A}lgorithm - {MOMGA}-{II}a}, booktitle = {Evolutionary Computation in Combinatorial Optimization. 5th European Conference, EvoCOP 2005}, editor = {G\"{u}nther R. Raidl and Jens Gottlieb}, pages = {91--100}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3448}, address = {Lausanne, Switzerland}, month = {March/April}, year = {2005} } @inproceedings{Day05b, author = {Richard O. Day and Gary B. Lamont}, title = {{MOEA} {D}esign of {R}obust {D}igital {S}ymbol {S}ets}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {2213--2214}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Day05c, author = {Richard O. Day and Gary B. Lamont}, title = {An {E}ffective {E}xplicit {B}uilding {B}lock {MOEA}, the {MOMGA}-{II}a}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {17--24}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @phdthesis{Day05d, author = {Richard O. Day}, title = {Explicit {B}uilding {B}lock {M}ultiobjective {E}volutionary {C}omputation: {M}ethods and {A}pplication}, school = {Air Force Institute of Technology}, address = {AFIT/ENG, BLDG 642, 2950 HOBSON WAY, WPAFB (Dayton) OH 45433-7765, USA}, month = {June}, year = {2005} } @article{Deb95, author = {Kalyanmoy Deb and Amarendra Kumar}, title = {Real-coded {G}enetic {A}lgorithms with {S}imulated {B}inary {C}rossover: {S}tudies on {M}ultimodal and {M}ultiobjective {P}roblems}, journal = {Complex Systems}, volume = {9}, pages = {431--454}, year = {1995} } @techreport{Deb98, author = {Kalyanmoy Deb}, address = {University of Dortmund, Germany}, institution = {Dortmund: Department of Computer Science/LS11}, key = {Deb, 1998}, number = {CI-49/98}, title = {Multi-{O}bjective {G}enetic {A}lgorithms: {P}roblem {D}ifficulties and {C}onstruction of {T}est {P}roblems}, year = {1998} } @incollection{Deb99, author = {Kalyanmoy Deb}, booktitle = {Evolutionary Algorithms in Engineering and Computer Science}, key = {Deb, 1999}, title = {Evolutionary {A}lgorithms for {M}ulti-{C}riterion {O}ptimization in {E}ngineering {D}esign}, editor = {Kaisa Miettinen and Marko M. M\"{a}kel\"{a} and Pekka Neittaanm\"{a}ki and Jacques Periaux}, pages = {135--161}, publisher = {John Wiley \& Sons, Ltd}, address = {Chichester, UK}, chapter = {8}, year = {1999} } @techreport{Deb99a, author = {Kalyanmoy Deb}, address = {University of Dortmund, Germany}, institution = {Dortmund: Department of Computer Science/LS11}, key = {Deb, 1999a}, number = {CI-60/98}, title = {Non-{L}inear {G}oal {P}rogramming using {M}ulti-{O}bjective {G}enetic {A}lgorithms}, year = {1999} } @inproceedings{Deb99b, AUTHOR = {Kalyanmoy Deb}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Deb, 1999b}, PAGES = {77--84}, MONTH = {July}, TITLE = {Solving {G}oal {P}rogramming {P}roblems {U}sing {M}ulti-{O}bjective {G}enetic {A}lgorithms}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @techreport{Deb99d, author = {Kalyanmoy Deb}, title = {Multi--{O}bjective {E}volutionary {A}lgorithms: {I}ntroducing {B}ias {A}mong {P}areto--{O}ptimal {S}olutions}, institution = {Indian Institute of Technology, Kanpur, India}, year = 1999, type = {KanGAL report}, number = 99002 } @techreport{Deb00, author = {Kalyanmoy Deb and Samir Agrawal and Amrit Pratab and T. Meyarivan}, title = {A {F}ast {E}litist {N}on-{D}ominated {S}orting {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization: {NSGA-II}}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200001 } @article{Deb99c, author = {Kalyanmoy Deb}, journal = {Evolutionary Computation}, volume = {7}, number = {3}, key = {Deb, 1999}, month = {Fall}, pages = {205--230}, title = {Multi-{O}bjective {G}enetic {A}lgorithms: {P}roblem {D}ifficulties and {C}onstruction of {T}est {P}roblems}, year = {1999} } @inproceedings{Deb00a, author = {Kalyanmoy Deb}, title = {Multi-objective {E}volutionary {O}ptimization: {P}ast, {P}resent and {F}uture}, booktitle = {Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2000)}, editor = {Ian C. Parmee}, year = 2000, pages = {225--236}, organization = {PEDC, University of Plymouth, UK}, publisher = {Springer London} } @techreport{Deb00b, author = {Kalyanmoy Deb and T. Meyarivan}, title = {Constrained {T}est {P}roblems for {M}ulti-{O}bjective {E}volutionary {O}ptimization}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200005 } @techreport{Deb00c, author = {Kalyanmoy Deb and Tushar Goyal}, title = {Controlled {E}litist {N}on-dominated {S}orting {G}enetic {A}lgorithms for {B}etter {C}onvergence}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200004 } @techreport{Deb00d, author = {Kalyanmoy Deb and Tushar Goyal}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {E}ngineering {S}hape {D}esign}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200003 } @techreport{Deb00e, author = {Kalyanmoy Deb and A. Patrap and S. Moitra}, title = {Mechanical {C}omponent {D}esign for multi-objective using {E}litist non-dominated sorting {GA}}, institution = {Indian Institute of Technology, Kanpur, India}, year = 2000, type = {KanGAL report}, number = 200002 } @inproceedings{Deb00f, author = {Kalyanmoy Deb and Samir Agrawal and Amrit Pratab and T. Meyarivan}, title = {A {F}ast {E}litist {N}on-{D}ominated {S}orting {G}enetic {A}lgorithm for {M}ulti-{O}bjective {O}ptimization: {NSGA-II}}, booktitle = {Proceedings of the Parallel Problem Solving from Nature VI Conference}, editor = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer. Lecture Notes in Computer Science No. 1917}, address = {Paris, France}, pages = {849--858}, year = {2000} } @inproceedings{Deb00g, author = {Kalyanmoy Deb and Amrit Pratab and Subrajyoti Moitra}, title = {Mechanical {C}omponent {D}esign for {M}ultiple {O}bjectives {U}sing {E}litist {N}on-dominated {S}orting {GA}}, booktitle = {Proceedings of the Parallel Problem Solving from Nature VI Conference}, editor = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer. Lecture Notes in Computer Science No. 1917}, address = {Paris, France}, pages = {859--868}, year = {2000} } @incollection{Deb01b, author = {Kalyanmoy Deb and Amrit Pratap and T. Meyarivan}, key = {Deb et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Constrained {T}est {P}roblems for {M}ulti-objective {E}volutionary {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {284--298}, year = {2001} } @incollection{Deb01a, author = {Kalyanmoy Deb and Tushar Goel}, key = {Deb \& Goel, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Controlled {E}litist {N}on-dominated {S}orting {G}enetic {A}lgorithms for {B}etter {C}onvergence}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {67--81}, year = {2001} } @incollection{Deb01, author = {Kalyanmoy Deb and Tushar Goel}, key = {Deb \& Goel, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {A {H}ybrid {M}ulti-{O}bjective {E}volutionary {A}pproach to {E}ngineering {S}hape {D}esign}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {385--399}, year = {2001} } @techreport{Deb01c, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, address = {Zurich, Switzerland}, institution = {Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH)}, key = {Deb et al., 2001}, number = {112}, title = {Scalable {T}est {P}roblems for {E}volutionary {M}ulti-{O}bjective {O}ptimization}, year = {2001} } @article{Deb01d, author = {Kalyanmoy Deb}, title = {Nonlinear goal programming using multi-objective genetic algorithms}, journal = {Journal of the Operational Research Society}, volume = {52}, number = {3}, pages = {291--302}, year = {2001} } @book{Deb01e, author = {Kalyanmoy Deb}, title = {Multi-{O}bjective {O}ptimization using {E}volutionary {A}lgorithms}, publisher = {John Wiley \& Sons}, address = {Chichester, UK}, year = {2001}, note = {ISBN 0-471-87339-X} } @article{Deb02, author = {Kalyanmoy Deb and Amrit Pratap and Sameer Agarwal and T. Meyarivan}, title = {A {F}ast and {E}litist {M}ultiobjective {G}enetic {A}lgorithm: {NSGA--II}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {6}, number = {2}, pages = {182--197}, month = {April}, year = {2002} } @inproceedings{Deb02a, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, title = {Scalable {M}ulti-{O}bjective {O}ptimization {T}est {P}roblems}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {825--830}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Deb02b, author = {Kalyanmoy Deb and Sachin Jain}, title = {Running {P}erformance {M}etrics for {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {13--20}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @incollection{Deb02c, author = {Kalyanmoy Deb and Tushar Goel}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {E}ngineering {S}hape {D}esign}, booktitle = {Evolutionary Optimization}, editor = {Ruhul Sarker and Masoud Mohammadian and Xin Yao}, publisher = {Kluwer Academic Publishers}, pages = {146--175}, address = {New York}, month = {February}, year = {2002}, note = {ISBN 0-7923-7654-4} } @inproceedings{Deb03, author = {Kalyanmoy Deb and Manikanth Mohan and Shikhar Mishra}, title = {Towards a {Q}uick {C}omputation of {W}ell-{S}pread {P}areto-{O}ptimal {S}olutions}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {222--236}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Deb03a, author = {Kalyanmoy Deb and Pawan Zope and Abhishek Jain}, title = {Distributed {C}omputing of {P}areto-{O}ptimal {S}olutions with {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {534--549}, address = {Faro, Portugal}, month = {April}, year = {2003} } @incollection{Deb03b, author = {Kalyanmoy Deb}, title = {Multi-objective {E}volutionary {A}lgorithms: {I}ntroducing {B}ias {A}mong {P}areto-optimal {S}olutions}, booktitle = {Advances in Evolutionary Computing. Theory and Applications}, editor = {Ashish Ghosh and Shigeyoshi Tsutsui}, pages = {263--292}, publisher = {Springer}, address = {Berlin}, year = {2003} } @article{Deb03c, author = {Kalyanmoy Deb}, title = {Unveiling innovative design principles by means of multiple conflicting objectives}, journal = {Engineering Optimization}, volume = {35}, number = {5}, pages = {445--470}, month = {October}, year = {2003} } @article{Deb03d, author = {Kalyanmoy Deb and Sachin Kain}, title = {Multi-{S}peed {G}earbox {D}esign {U}sing {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, journal = {Journal of Mechanical Design}, volume = {125}, number = {3}, pages = {609--619}, month = {September}, year = {2003} } @inproceedings{Deb04, author = {Kalyanmoy Deb and Naveen Kumar Gupta}, title = {Optimal {O}perating {C}onditions for {O}verhead {C}rane {M}aneuvering {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1042--1053}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Deb04a, author = {Kalyanmoy Deb and Kishalay Mitra and Rinku Dewri and Saptarshi Majumdar}, title = {Unveiling {O}ptimal {O}perating {C}onditions for an {E}poxy {P}olymerization {P}rocess {U}sing {M}ulti-objective {E}volutionary {C}omputation}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {920--931}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Deb04b, author = {Kalyanmoy Deb}, title = {An {I}deal {E}volutionary {M}ulti-{O}bjective {O}ptimization {P}rocedure}, journal = {IPSJ Transactions on Mathematical Modeling and Its Applications}, volume = {45}, number = {SIG 2 (TOM 10)}, pages = {1--11}, month = {February}, year = {2004} } @article{Deb04c, author = {K. Deb and K. Mitra and R. Dewri and S. Majumdar}, title = {Towards a {B}etter {U}nderstanding of the {E}poxy {P}olymerization {P}rocess {U}sing {M}ulti-objective {E}volutionary {C}omputation}, journal = {Chemical Engineering Science}, volume = {59}, number = {20}, pages = {4261--4277}, year = {2004} } @incollection{Deb04d, author = {Kalyanmoy Deb and Sachin Jain}, title = {Evaluating {E}volutionary {M}ulti-{O}bjective {O}ptimization {A}lgorithms using {R}unning {P}erformance {M}etrics}, booktitle = {Recent Advances in Simulated Evolution and Learning}, editor = {Kay Chen Tan and Meng Hiot Lim and Xin Yao and Lipo Wang}, pages = {307--326}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Deb05, author = {Kalyanmoy Deb and Santosh Tiwari}, title = {Omni-optimizer: {A} {P}rocedure for {S}ingle and {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {47--61}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Deb05a, author = {Kalyanmoy Deb and Himanshu Gupta}, title = {Searching for {R}obust {P}areto-{O}ptimal {S}olutions in {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {150--164}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Deb05b, author = {Kalyanmoy Deb and Santosh Tiwari}, title = {Multi-objective optimization of a leg mechanism using genetic algorithms}, journal = {Engineering Optimization}, volume = {37}, number = {4}, pages = {325--350}, month = {June}, year = {2005} } @incollection{Deb05c, author = {Kalyanmoy Deb and Lothar Thiele and Marco Laumanns and Eckart Zitzler}, title = {Scalable {T}est {P}roblems for {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary {M}ultiobjective {O}ptimization. {T}heoretical {A}dvances and {A}pplications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {105--145}, publisher = {Springer}, address = {USA}, year = {2005} } @article{Deb05d, author = {Kalyanmoy Deb and Manikanth Mohan and Shikhar Mishra}, title = {Evaluating the $\epsilon$-{D}omination {B}ased {M}ulti-{O}bjective {E}volutionary {A}lgorithm for a {Q}uick {C}omputation of {P}areto-{O}ptimal {S}olutions}, journal = {Evolutionary Computation}, volume = {13}, number = {4}, pages = {501--525}, month = {Winter}, year = {2005} } @incollection{Deb05e, author = {Kalyanmoy Deb}, title = {Multi-{O}bjective {O}ptimization}, booktitle = {Search Methodologies. Introductory Tutorials in Optimization and Decision Support Techniques}, editor = {Edmund K. Burke and Graham Kendall}, pages = {273--316}, publisher = {Springer}, year = {2005} } @inproceedings{Deb06, author = {Kalyanmoy Deb and Ankur Sinha and Saku Kukkonen}, title = {Multi-{O}bjective {T}est {P}roblems, {L}inkages, and {E}volutionary {M}ethodologies}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1141--1148}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Deb06a, author = {Kalyanmoy Deb and Shamik Chaudhuri and Kaisa Miettinen}, title = {Towards {E}stimating {N}adir {O}bjective {V}ector {U}sing {E}volutionary {A}pproaches}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {643--650}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @article{Deb06b, author = {Kalyanmoy Deb and J. Sundar and Udaya Bhaskara Rao N. and Shamik Chaudhuri}, title = {Reference {P}oint {B}ased {M}ulti-{O}bjective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, journal = {International Journal of Computational Intelligence Research}, volume = {2}, number = {3}, pages = {273--286}, year = {2006} } @inproceedings{Deb06c, author = {Kalyanmoy Deb and J. Sundar}, title = {Reference {P}oint {B}ased {M}ulti-{O}bjective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {635--642}, volume = {1}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, month = {July}, year = {2006} } @inproceedings{Deb06d, author = {Kalyanmoy Deb and Aravind Srinivasan}, title = {Innovization: {I}nnovating {D}esign {P}rinciples {T}hrough {O}ptimization}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1629--1636}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Deb06e, author = {Kalyanmoy Deb and Dhish Kumar Saxena}, title = {Searching for {P}areto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3353--3360}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Deb06f, author = {Kalyanmoy Deb and Himanshu Gupta}, title = {Introducing robustness in multi-objective optimization}, journal = {Evolutionary Computation}, volume = {14}, number = {4}, pages = {463--494}, month = {Winter}, year = {2006} } @incollection{Deb07, author = {Kalyanmoy Deb}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization {W}ithout {A}dditional {P}arameters}, booktitle = {Parameter Setting in Evolutionary Algorithms}, editor = {Fernando G. Lobo and Cl\'{a}udio F. Lima and Zbigniew Michalewicz}, pages = {241--257}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2007} } @incollection{Deb07a, author = {Kalyanmoy Deb and Pawan K.S. Nain}, title = {An {E}volutionary {M}ulti-objective {A}daptive {M}eta-modeling {P}rocedure {U}sing {A}rtificial {N}eural {N}etworks}, booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}, editor = {Shengxiang Yang and Yew Soon Ong and Yaochu Jin}, pages = {297--322}, publisher = {Springer}, year = {2007}, note = {ISBN 978-3-540-49772-1} } @inproceedings{Deb07b, author = {Kalyanmoy Deb and Dhanesh Padmanabhan and Sulabh Gupta and Abhishek Kumar Mall}, title = {Reliability-{B}ased {M}ulti-objective {O}ptimization {U}sing {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {66--80}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Deb07c, author = {Kalyanmoy Deb and Abhishek Kumar}, title = {Interactive {E}volutionary {M}ulti-{O}bjective {O}ptimization and {D}ecision-{M}aking using {R}eference {D}irection {M}ethod}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {781--788}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Deb07d, author = {Kalyanmoy Deb and S. Karthik and Tatsuya Okabe}, title = {Self-{A}daptive {S}imulated {B}inary {C}rossover for {R}eal-{P}arameter {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {1187--1194}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Deb07e, author = {Kalyanmoy Deb and Shamik Chaudhuri}, title = {{I-MODE}: {A}n {I}nteractive {M}ulti-objective {O}ptimization and {D}ecision-{M}aking {U}sing {E}volutionary {M}ethods}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {788--802}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Deb07f, author = {Kalyanmoy Deb and Udaya Bhaskara N. Rao and S. Karthik}, title = {Dynamic {M}ulti-objective {O}ptimization and {D}ecision-{M}aking {U}sing {M}odified {NSGA-II}: {A} {C}ase {S}tudy on {H}ydro-thermal {P}ower {S}cheduling}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {803--817}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @article{Deb07g, author = {Kalyanmoy Deb}, title = {Current trends in evolutionary multi-objective optimization}, journal = {International Journal for Simulation and Multidisciplinary Design Optimization}, volume = {1}, number = {1}, pages = {1--8}, month = {October}, year = {2007} } @inproceedings{Deb07h, author = {Kalyanmoy Deb and Rahul Tewari and Mayur Dixit and Joydeep Dutta}, title = {Finding {T}rade-off {S}olutions {C}lose to {KKT} {P}oints {U}sing {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2109--2116}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Deb07i, author = {Kalyanmoy Deb and Abhay Kumar}, title = {Light {B}eam {S}earch {B}ased {M}ulti-objective {O}ptimization using {E}volutionary {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2125--2132}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Deb08, author = {Kalyanmoy Deb and Aravind Srinivasan}, title = {Innovization: {D}iscovery of {I}nnovative {D}esign {P}rinciples {T}hrough {M}ultiobjective {E}volutionary {O}ptimization}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {243--262}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @article{Deb08a, author = {Kalyanmoy Deb}, title = {Scope of stationary multi-objective evolutionary optimization: a case study on a hydro-thermal power dispatch problem}, journal = {Journal of Global Optimization}, volume = {41}, number = {4}, pages = {479--515}, month = {August}, year = {2008} } @article{Deb08b, author = {Kalyanmoy Deb and Santosh Tiwar}, title = {{Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization}}, journal = {European Journal of Operational Research}, volume = {185}, number = {3}, pages = {1062--1087}, month = {16 March}, year = {2008} } @inproceedings{Deb08c, author = {Kalyanmoy Deb}, title = {{A Robust Evolutionary Framework for Multi-Objective Optimization}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {633--647}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Deb08d, author = {Kalyanmoy Deb and Karthik Sindhya}, title = {{Deciphering Innovative Principles for Optimal Electric Brushless D.C. Permanent Magnet Motor Design}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2283--2290}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @INPROCEEDINGS{Deb08e, author = {Kalyanmoy Deb}, title = {{Evolutionary Multi-Objective Optimization and Decision Making}}, booktitle = {Third International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008)}, pages = {3--15}, editor = {Bogan Filipic and Jurij Silc}, publisher = {Jozef Stefan Institute}, address = {Ljubljana, Slovenia}, month = {October}, year = {2008}, note = {ISBN 978-961-264-002-6} } @incollection{Deb09, author = {Kalyanmoy Deb and Ankur Sinha}, title = {{Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {110--124}, address = {Nantes, France}, month = {April} } @incollection{Deb09a, author = {Kalyanmoy Deb and Kaisa Miettinen and Deepak Sharma}, title = {{A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {569--583}, address = {Nantes, France}, month = {April} } @article{Dedieu03, author = {S. Dedieu and L. Pibouleau and C. Azzaro-Pantel and S. Domenech}, title = {Design and retrofit of multiobjective batch plants via a multicriteria genetic algorithm}, journal = {Computers \& Chemical Engineering}, volume = {27}, number = {12}, pages = {1723--1740}, month = {December}, year = {2003} } @article{Dehuri06, author = {Satchidananda Dehuri and Ashish Ghosh and Rajib Mall}, title = {{Genetic Algorithms for Multi-Criterion Classification and Clustering in Data Mining}}, journal = {International Journal of Computing \& Information Sciences}, volume = {4}, number = {3}, pages = {143--154}, month = {December}, year = {2006} } @article{Dehuri08, author = {S. Dehuri and S. Patnaik and A. Ghosh and R. Mall}, title = {Application of elitist multi-objective genetic algorithm for classification rule generation}, journal = {Applied Soft Computing}, volume = {8}, number = {1}, pages = {477--487}, month = {January}, year = {2008} } @incollection{Dehuri08a, author = {Satchidananda Dehuri and Susmita Ghosh and Ashish Ghosh}, title = {{Genetic Algorithm for Optimization of Multiple Objectives in Knowledge Discovery from Large Databases}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {1--22}, publisher = {Springer}, address = {Berlin}, year = {2008} } @inproceedings{DeJong01, author = {Edwin D. {de Jong} and Richard A. Watson and Jordan B. Pollack}, title = {Reducing {B}loat and {P}romoting {D}iversity using {M}ulti-{O}bjective {M}ethods}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. 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Dorn and S. Ranji Ranjithan}, title = {Evolutionary {M}ultiobjective {O}ptimization in {W}atershed {W}ater {Q}uality {M}anagement}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {692--706}, address = {Faro, Portugal}, month = {April}, year = {2003} } @phdthesis{Dorn04, author = {Jason Liam Dorn}, title = {Evolutionary Algorithms to Aid Watershed Management}, school = {North Carolina State University}, address = {Raleigh, North Carolina}, year = {2004} } @inproceedings{Dornberger08, author = {Rolf Dornberger and Lukas Frey and Thomas Hanne}, title = {{Single and Multiobjective Optimization of the Train Staff Planning Problem Using Genetic Algorithms}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {970--977}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Dozier98, author = {Gerry V. Dozier and Shaun McCullough and Abdollah Homaifar and Loretta Moore}, address = {Piscataway, New Jersey}, booktitle = {IEEE International Conference on Evolutionary Computation (ICEC'98)}, key = {Dozier et al., 1998}, month = {May}, pages = {684--689}, publisher = {IEEE Press}, title = {Multiobjective {E}volutionary {P}ath {P}lanning via {F}uzzy {T}ournament {S}election}, year = {1998} } @inproceedings{Dragan98, author = {Dragan Cvetkovi\'{c} and Ian Parmee and Eric Webb}, address = {Plymouth, United Kingdom}, booktitle = {The Integration of Evolutionary and Adaptive Computing Technologies with Product/System Design and Realisation}, editor = {Ian Parmee}, key = {Cvetkovi\'{c} et al., 1998}, month = {April}, organization = {Plymouth Engineering Design Centre}, pages = {255--267}, publisher = {Springer-Verlag}, title = {Multi-objective {O}ptimisation and {P}reliminary {A}irframe {D}esign}, year = {1998} } @inproceedings{Drechsler96, author = {Rolf Drechsler and Nicole G\"{o}ckel and Bernd Becker}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature (PPSN'96)}, key = {Drechsler et al., 1996}, publisher = {Springer-Verlag}, volume = {LNCS 1141}, title = {Learning {H}euristics for {OBDD} {M}inimization by {E}volutionary {A}lgorithms}, pages = {730--739}, year = {1996} } @inproceedings{Drechsler99, author = {Nicole Drechsler and Rolf Drechsler and Bernd Becker}, address = {Dortmund, Germany}, booktitle = {International Conference on Computational Intelligence, Theory and Applications, 6th Fuzzy Days}, editor = {Bernd Reusch}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 1625}, pages = {108--117}, title = {Multi-{O}bjected {O}ptimization in {E}volutionary {A}lgorithms {U}sing {S}atisfyability {C}lasses}, year = {1999} } @incollection{Drechsler01, author = {Nicole Drechsler and Rolf Drechsler and Bernd Becker}, key = {Drechsler et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Multi-objective {O}ptimisation {B}ased on {R}elation {\em Favour}}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {154--166}, year = {2001} } @inproceedings{Dobrowolski02, author = {Grzegorz Dobrowolski and Marek Kisiel-Dorohinicki}, title = {Management of evolutionary {MAS} for multiobjective optimization}, booktitle = {International Union of Theoretical and Applied Mechanics Symposium on Evolutionary Methods in Mechanics}, pages = {17--18}, address = {Cracow, Poland}, month = {September}, year = {2002} } @incollection{Dobrowolski04, author = {Grzegorz Dobrowolski and Marek Kisiel-Dorhinicki}, title = {Management of {E}volutionary {MAS} for {M}ultiobjective {O}ptimisation}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {81--90}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @article{Doerner07, author = {Karl Doerner and Axel Focke and Walter J. Gutjahr}, title = {Multicriteria tour planning for mobile healthcare facilities in a developing country}, journal = {European Journal of Operational Research}, volume = {179}, number = {3}, pages = {1078--1096}, month = {June 16}, year = {2007} } @phdthesis{Donoso05, author = {Yezyd {Donoso Meisel}}, title = {Multi-{O}bjective {O}ptimization {S}cheme for {S}tatic and {D}ynamic {M}ulticast {F}lows}, school = {Department of Electronics, Computer Science and Automatic Control, Universitat de Girona}, address = {Girona, Spain}, month = {April}, year = {2005} } @book{Dreo05, author = {Johann Dr\'{e}o and Alain P\'{e}trowski and Patrick Siarry and Eric Taillard}, title = {Metaheuristics for Hard Optimization. Methods and Case Studies}, publisher = {Springer}, month = {December}, year = {2005}, note = {ISBN 3-540-23022-X} } @inproceedings{Drezewski06, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {Co-{E}volutionary {M}ulti-{A}gent {S}ystem with {S}exual {S}election {M}echanism for {M}ulti-{O}bjective {O}ptimization}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {2784--2791}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Drezewski06a, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {{Multi-objective Optimization Using Co-evolutionary Multi-agent System with Host-Parasite Mechanism}}, booktitle = {International Conference on Computational Science --- ICCS 2006}, editor = {Vassil N. Alexandrov and G. Dick {van Albada} and Peter M. A. Sloot and Jack Dongarra}, pages = {871--878}, address = {Berlin, Heidelberg}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3993}, year = {2006} } @inproceedings{Drezewski07, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {The {A}pplication of {A}gent-{B}ased {C}o-{E}volutionary {S}ystem with {P}redator-{P}rey {I}nteractions to {S}olving {M}ulti-{O}bjective {O}ptimization {P}roblems}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {294--301}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Drezewski07a, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {Multi-objective {O}ptimization {T}echnique {B}ased on {C}o-evolutionary {I}nteractions in {M}ulti-agent {S}ystem}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2007: EvoCOMNET, EvoFIN, EvoIASP, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTRANSLOG}, editor = {Mario Giacobini et al.}, pages = {179--188}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4448}, address = {Valencia, Spain}, month = {April}, year = {2007} } @inproceedings{Drezewski07b, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {{Co-evolutionary Multi-agent System with Predator-Prey Mechanism for Multi-objective Optimization}}, booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Part I}, editor = {Bartlomiej Beliczynski and Andrzej Dzielinski and Marcin Iwanowski and Bernardete Ribeiro}, pages = {67–-76}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 4431}, address = {Warsaw, Poland}, month = {April}, year = {2007} } @inproceedings{Drezewski08, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {{Agent-Based Multi-Objective Evolutionary Algorithm with Sexual Selection}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3680--3685}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Drezewski08a, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {{Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization}}, booktitle = {Artificial Intelligence and Soft Computing --- ICAISC 2008}, editor = {L. Rutkowski and R. Tadeusiewicz and Lofti Zadeh and Jacek M. Zurada}, pages = {388--397}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 5097}, address = {Berlin, Heidelberg}, year = {2008} } @incollection{Drezewski08b, author = {Rafal Dre{\.z}ewski and Leszek Siwik}, title = {{Co-evolutionary Multi-Agent System for Portfolio Optimization}}, booktitle = {Natural Computation in Computational Finance}, editor = {Anthony Brabazon and Michael O'Neill}, pages = {271--299}, publisher = {Springer-Verlag}, address = {Berlin, Heidelberg}, year = {2008} } @incollection{Drzadzewski05, author = {Grzegorz Drzadzewski and Mark Wineberg}, title = {The {I}mportance of {S}calability {W}hen {C}omparing {D}ynamic {W}eighted {A}ggregation and {P}areto {F}ront {T}echniques}, booktitle = {Artificial Evolution, 7th International Conference, Evolution Artificielle, EA 2005}, editor = {El-Ghazali Talbi and Pierre Liardet and Pierre Collet and Evelyne Lutton and Marc Schoenauer}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3871}, pages = {143--154}, address = {Lille, France}, month = {October}, year = {2005} } @inproceedings{Duan08, author = {Yao {Duan} and R.G. {Harley} and T.G. {Habetler}}, title = {{Multi-objective Design Optimization of Surface Mount Permanent Magnet Machine with Particle Swarm Intelligence}}, booktitle = {IEEE Swarm Intelligence Symposium 2008}, publisher = {IEEE Press}, address = {St. Louis, Missouri, USA}, month = {September}, year = {2008} } @inproceedings{Duarte00, AUTHOR = {N.M. Duarte and A. E. Ruano and C.M. Fonseca and P.J. Fleming}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Duarte et al., 2000}, MONTH = {July}, TITLE = {Accelerating {M}ulti-{O}bjective {C}ontrol {S}ystem {D}esign {U}sing a {N}euro-{G}enetic {A}pproach}, pages = {392--397}, volume = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @inproceedings{Duarte01, author = {Susana {Duarte Flores} and Benjam\'{\i}n Bar\'{a}n Cegla}, title = {Multiobjective {N}etwork {D}esign {O}ptimisation {U}sing {P}arallel {E}volutionary {A}lgorithms}, booktitle = {XXVII Conferencia Latinoamericana de Inform\'{a}tica (CLEI'2001)}, address = {M\'{e}rida, Venezuela}, year = {2001} } @phdthesis{Duchaine07, author = {Florent Duchaine}, title = {Optimisation de Forme Multi-Objectif sur Machines Parall\`{e}les avec M\'{e}ta-Mod\`{e}les et Coupleurs. Application aux Chambres de Combustion A\'{e}ronautiques}, school = {Institut National Polytechnique de Toulouse}, address = {France}, year = {2007} } @inproceedings{Ducheyne01, author = {Els I. Ducheyne and Robert R. {De Wulf} and Bernard {De Baets}}, title = {Bi-objective genetic algorithm for forest management: a comparative study}, booktitle = {Proceedings of the 2001 Genetic and Evolutionary Computation Conference. Late-Breaking Papers}, address = {San Francisco, California}, month = {July}, pages = {63--66}, year = {2001} } @inproceedings{Ducheyne03, author = {Els I. Ducheyne and Bernard {De Baets} and Robert {De Wulf}}, title = {Is {F}itness {I}nheritance {U}seful for {R}eal-{W}orld {A}pplications?}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {31--42}, address = {Faro, Portugal}, month = {April}, year = {2003} } @phdthesis{Ducheyne03a, author = {Els Ducheyne}, title = {Multiple objective forest management using {GIS} and genetic optimisation techniques}, school = {Faculty of Agricultural and Applied Biological Sciences, University of Ghent}, address = {Belgium}, month = {September}, year = {2003} } @incollection{Ducheyne04, author = {E.I. Ducheyne and B. {De Baets} and R.R. {De Wulf}}, title = {Even {F}low {S}cheduling {P}roblems in {F}orest {M}anagement}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {701--726}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Duda05, author = {Jerzy Duda and Andrzej Osyczka}, title = {Multiple {C}riteria {L}ot-{S}izing in a {F}oundry {U}sing {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {651--663}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Dudley08, author = {James Dudley and Luigi Barone and Lyndon While}, title = {{Multi-Objective Spam Filtering Using an Evolutionary Algorithm}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {123--130}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Duddeck08, author = {Fabian Duddeck}, title = {Multidisciplinary optimization of car bodies}, journal = {Structural and Multidisciplinary Optimization}, volume = {35}, number = {4}, pages = {375--389}, month = {April}, year = {2008} } @inproceedings{Duenas01, author = {A. Duenas and N. Mort}, title = {A {G}enetic {A}lgorithm for {M}ultiobjective {O}ptimisation using the interactive {S}equential {M}ultiobjective {P}roblem {S}olving {M}ethod}, booktitle = {Proceedings of the International Conference on Artificial Intelligence (IC-AI'2001)}, month = {June}, pages = {633--639}, publisher = {CSREA Press}, address = {Las Vegas, Nevada}, year = {2001} } @inproceedings{Duenas01a, author = {A. Duenas and N. Mort}, title = {A {M}ultiobjective {O}ptimiser with a {F}uzzy {G}enetic {A}lgorithm}, booktitle = {IASTED International Conference on Artificial Intelligence and Applications (AIA'2001)}, month = {September}, pages = {191--197}, publisher = {ACTA Press}, address = {Marbella, Spain}, year = {2001} } @inproceedings{Duenas02, author = {A. Duenas and K. Best and N. Mort}, title = {Solving {M}ultiple {C}riteria {D}ecision-{M}aking {P}roblem {U}nder {U}ncertainty {U}sing {P}rotrade and {@RISK} 4.0}, booktitle = {Advances in Fuzzy Systems and Evolutionary Computation}, publisher = {WSEAS Press}, year = {2002} } @article{Dufo09, author = {Rodolfo Dufo-Lopez and Jose L. Bernal-Agustin}, title = {{Multi-Objective design of PV-wind-diesel-hydrogen-battery Systems}}, journal = {Renewable Energy}, volume = {33}, number = {12}, pages = {2559--2572}, month = {December}, year = {2009} } @article{Duggan04, author = {J. Dugan and J. Byrne and G.J. Lyons}, title = {A task allocation optimizer for software construction}, journal = {IEEE Software}, volume = {21}, number = {3}, pages = {76--82}, month = {May-June}, year = {2004} } @article{Dumitrescu01, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {Genetic {C}hromodynamics for {O}btaining {C}ontinuous {R}epresentation of {P}areto {R}egions}, journal = {Studia Universitatis Babe\c{s}--Bolyai, Informatica}, volume = {XLVI}, number = {1}, pages = {15--30}, year = {2001} } @article{Dumitrescu00, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {A {N}ew {E}volutionary {A}pproach for {M}ultiobjective {O}ptimization}, journal = {Studia Universitatis Babe\c{s}--Bolyai, Informatica}, volume = {XLV}, number = {1}, pages = {51--68}, year = {2000} } @incollection{Dumitrescu05, author = {D. Dumitrescu and Crina Gro\c{s}an and Mihai Oltean}, title = {Evolving {C}ontinuous {P}areto {R}egions}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {167--199}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @inproceedings{Duncan02, author = {Hugo Duncan and Gerard Leconte and Peter Utiger}, title = {Using {G}enetic {A}lgorithms in {I}ndustry -- {A}rt or {S}cience?}, booktitle = {{GECCO 2002}: Proceedings of the Bird of a Feather Workshops, Genetic and Evolutionary Computation Conference}, editor = {Alwyn M. Barry}, pages = {211--214}, publisher = {AAAI}, address = {New York}, month = {July}, year = {2002} } @inproceedings{Dunn04, author = {Enrique Dunn and Gustavo Olague}, title = {Multi-objective {S}ensor {P}lanning for {E}fficient and {A}ccurate {O}bject {R}econstruction}, booktitle = {Applications of Evolutionary Computing. Proceedings of Evoworkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC}, editor = {G\"{u}nther R. Raidl et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3005}, pages = {312--321}, address = {Coimbra, Portugal}, month = {April}, year = {2004} } @inproceedings{Dunn04a, author = {Enrique Dunn and Gustavo Olague and Evelyne Lutton and Marc Schoenauer}, title = {Pareto {O}ptimal {S}ensing {S}trategies for an {A}ctive {V}ision {S}ystem}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {457--463}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Durillo08, author = {Juan J. Durillo and Antonio J. Nebro and Carlos A. {Coello Coello} and Francisco Luna and Enrique Alba}, title = {A {C}omparative {S}tudy of the {E}ffect of {P}arameter {S}calability in {M}ulti-{O}bjective {M}etaheuristics}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1893--1900}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Durillo08a, author = {Juan Jos\'{e} Durillo and Antonio J. Nebro and Francisco Luna and Enrique Alba}, title = {{Solving Three-Objective Optimization Problems Using a New Hybrid Cellular Genetic Algorithm}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {661--670}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @incollection{Durillo09, author = {Juan J. Durillo and Antonio J. Nebro and Francisco Luna and Enrique Alba}, title = {{On the Effect of the Steady-State Selection Scheme in Multi-Objective Genetic Algorithms}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {183--197}, address = {Nantes, France}, month = {April} } @incollection{Durillo09a, author = {Juan J. Durillo and Jos\'{e} Garc\'{\i}a-Nieto and Antonio J. Nebro and Carlos A. Coello Coello and Francisco Luna and Enrique Alba}, title = {{Multi-Objective Particle Swarm Optimizers: An Experimental Comparison}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. 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Pashkevich}, title = {Optimal advertising campaign generation for multiple brands using {MOGA}}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part C--Applications and Reviews}, volume = {37}, number = {6}, pages = {1190--1201}, month = {November}, year = {2007} } @inproceedings{Flores08, author = {Jorge Isacc Flores-Mendoza and Efr\'{e}n Mezura-Montes}, title = {{Dynamic Adaptation and Multiobjective Concepts in a Particle Swarm Optimizer for Constrained Optimization}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3426--3433}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Flynn95, author = {Robert Flynn and Porter D. Sherman}, title = {Multicriteria {O}ptimization of {A}ircraft {P}anels: {D}etermining {V}iable {G}enetic {A}lgorithm {C}onfigurations}, journal = {International Journal of Intelligent Systems}, volume = {10}, pages = {987--999}, year = {1995} } @article{Foli06, author = {K. Foli and T. Okabe and M. Olhofer and Y.C. Jin and B. Sendhoff}, title = {Optimization of micro heat exchanger: {CFD}, analytical approach and multi-objective evolutionary algorithms}, journal = {International Journal of Heat and Mass Transfer}, volume = {49}, number = {5--6}, pages = {1090--1099}, month = {March}, year = {2006} } @inproceedings{Fonseca93, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {San Mateo, California}, booktitle = {Proceedings of the Fifth International Conference on Genetic Algorithms}, editor = {Stephanie Forrest}, key = {Fonseca \& Fleming, 1993}, organization = {University of Illinois at Urbana-Champaign}, pages = {416--423}, publisher = {Morgan Kauffman Publishers}, title = {{G}enetic {A}lgorithms for {M}ultiobjective {O}ptimization: {F}ormulation, {D}iscussion and {G}eneralization}, year = {1993} } @inproceedings{Fonseca93a, author = {C.M. Fonseca and P.J. Fleming}, title = {Multiobjective {G}enetic {A}lgorithms}, booktitle = {IEE Colloquium on Genetic Algorithms for Control Systems Engineering}, pages = {6/1--6/5}, publisher = {IEE}, year = {1993} } @techreport{Fonseca94, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {Sheffield, U. K.}, institution = {Department of Automatic Control and Systems Engineering, University of Sheffield}, key = {Fonseca & Fleming, 1994}, title = {An {O}verview of {E}volutionary {A}lgorithms in {M}ultiobjective {O}ptimization}, year = {1994 } } @inproceedings{Fonseca94a, author = {C.M. Fonseca and P.J. Fleming}, title = {Multiobjective Optimal Controller Design with Genetic Algorithms}, booktitle = {International Conference on Control}, volume = {1}, pages = {745--749}, year = {1994} } @article{Fonseca95, author = {Carlos M. Fonseca and Peter J. 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Fleming}, address = {Sheffield, UK}, institution = {University of Sheffield}, key = {Fonseca and Fleming, 1995b}, month = {January}, number = {564}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms {I}: {A} {U}nified {F}ormulation}, year = {1995} } @techreport{Fonseca95c, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {Sheffield, UK}, institution = {University of Sheffield}, key = {Fonseca and Fleming, 1995c}, month = {January}, number = {565}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms {II}: {A}pplication {E}xample}, year = {1995} } @inproceedings{Fonseca95d, author = {Carlos M. Fonseca and Peter J. Fleming}, title = {Multiobjective {G}enetic {A}lgorithms {M}ade {E}asy: {S}election, {S}haring, and {M}ating {R}estriction}, booktitle = {Proceedings of the First International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications}, address = {Sheffield, UK}, pages = {42--52}, publisher = {IEE}, month = {September}, year = {1995} } @inproceedings{Fonseca96, author = {Carlos M. Fonseca and Peter J. Fleming}, address = {San Francisco, California}, booktitle = {Proceedings of the 13th World Congress of the International Federation of Automatic Control}, key = {Fonseca \& Fleming, 1996}, pages = {187--192}, publisher = {Pergamon Press}, title = {Nonlinear {S}ystem {I}dentification with {M}ultiobjective {G}enetic {A}lgorithms}, year = {1996} } @incollection{Fonseca97, author = {Carlos M. Fonseca and Peter J. 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Fleming}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature---PPSN IV}, editor = {Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel}, key = {Fonseca and Fleming, 1996a}, month = {September}, pages = {584--593}, publisher = {Springer-Verlag}, series = {Lecture Notes in Computer Science}, title = {On the {P}erformance {A}ssessment and {C}omparison of {S}tochastic {M}ultiobjective {O}ptimizers}, year = {1996} } @article{Fonseca98, author = {Carlos M. Fonseca and Peter J. Fleming}, journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans}, key = {Fonseca \& Fleming, 1998}, number = {1}, pages = {26--37}, title = {Multiobjective {O}ptimization and {M}ultiple {C}onstraint {H}andling with {E}volutionary {A}lgorithms---{P}art {I}: {A} {U}nified {F}ormulation}, volume = {28}, year = {1998} } @article{Fonseca98a, author = {Carlos M. Fonseca and Peter J. 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Mancini}, ADDRESS = {Las Vegas, Nevada}, BOOKTITLE = {Late Breaking Papers at the 2000 Genetic and Evolutionary Computation Conference}, KEY = {Golovkin et al., 2000a}, MONTH = {July}, TITLE = {Parallel {I}mplementation of {N}iched {P}areto {G}enetic {A}lgorithm {C}ode for {X}-ray {P}lasma {S}pectroscopy}, pages = {222--227}, YEAR = {2000} } @article{Golovkin02, author = {I. Golovkin and R. Mancini and S. Louis and Y. Ochi and K. Fujita and H. Nishimura and H. Shirga and N. Miyanaga and H. Azechi and R. Butzbach and I. Uschmann and E. F\"{o}rster and J. Delettrez and J. Koch and R.W. Lee and L. Klein}, title = {Spectroscopic {D}etermination of {D}ynamic {P}lasma {G}radients in {I}mplosion {C}ores}, journal = {Physical Review Letters}, volume = {88}, number = {4}, month = {January}, year = {2002} } @inproceedings{Golovkin02a, author = {Igor E. Golovkin and Sushil J. Louis and Roberto C. 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Lovell and Joshua Knowles}, title = {{Multiobjectivization by Decomposition of Scalar Cost Functions}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {31--40}, address = {Dortmund, Germany}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5199}, month = {September}, year = {2008} } @incollection{Handl08b, author = {Julia Handl and Simon C. Lovell and Joshua D. Knowles}, title = {{Investigations into the Effect of Multiobjectivization in Protein Structure Prediction}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {702--711}, address = {Dortmund, Germany}, publisher = {Springer. 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Hansen}, title = {Tabu search for multiobjective combinatorial optimization: {TAMOCO}}, journal = {Control and Cybernetics}, volume = {29}, number = {3}, pages = {799--818}, year = {2000} } @article{Hansen00a, author = {Michael Pilegaard Hansen}, title = {Use of {S}ubstitute {S}calarizing {F}unctions to {G}uide a {L}ocal {S}earch {B}ased {H}euristic: {T}he {C}ase of mo{TSP}}, journal = {Journal of Heuristics}, volume = {6}, pages = {419--431}, year = {2000} } @incollection{Hapke98, author = {M. Hapke and A. Jaszkiewicz and R. Slowinski}, title = {Fuzzy multi-mode resource-constrained project scheduling with multiple objectives}, booktitle = {Recent Advances in Project Scheduling}, publisher = {Kluwer Academic Publishers}, editor = {J. 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ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Harada06a, author = {Ken Harada and Kokolo Ikeda and Shigenobu Kobayashi}, title = {Hybridizing of {G}enetic {A}lgorithm and {L}ocal {S}earch in {M}ultiobjective {F}unction {O}ptimization: {R}ecommendation of {GA} then {LS}}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {667--674}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Harada07, author = {Ken Harada and Jun Sakuma and Isao Ono and Shigenobu Kobayashi}, title = {Constraint-{H}andling {M}ethod for {M}ulti-objective {F}unction {O}ptimization: {P}areto {D}escent {R}epair {O}perator}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {156--170}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Harada07a, author = {Ken Harada and Jun Sakuma and Shigenobu Kobayashi}, title = {Uniform {S}ampling of {L}ocal {P}areto-{O}ptimal {S}olution {C}urves by {P}areto {P}ath {F}ollowing and its {A}pplications in {M}ulti-objective {GA}}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {813--820}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Harari07, author = {Oscar Harari and Cristina Rubio-Escudero and Igor Zwir}, title = {Targeting {D}ifferentially {C}o-regulated {G}enes by {M}ultiobjective and {M}ultimodal {O}ptimization}, booktitle = {Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 5th European Conference, EvoBIO 2007}, editor = {Elena Marchiori and Jason H. Moore and Jagath C. 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Coverstone-Carroll and Steven N. Williams}, journal = {The Journal of the Astronautical Sciences}, volume = {46}, number = {3}, title = {Optimal {I}nterplanetary {S}pacecraft {T}rajectories via a {P}areto {G}enetic {A}lgorithm}, pages = {267--282}, month = {July--September}, year = {1998} } @mastersthesis{Hartmann99, author ={John W. Hartmann}, title ={Low-thrust {T}rajectory {O}ptimization {U}sing {S}tochastic {O}ptimization {M}ethods}, school ={Department of Aeronautical and Astronautical Engineering, University of Illinois at Urbana-Champaign}, month = {January}, year ={1999} } @inproceedings{Hasenjager05, author = {Martina Hasenj\"{a}ger and Bernhard Sendhoff and Toyotaka Sonoda and Toshiyuki Arima}, title = {Three {D}imensional {E}volutionary {A}erodynamic {D}esign {O}ptimization with {CMA}-{ES}}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {2173--2180}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Hasenjager05a, author = {Martina Hasenj\"{a}ger and Bernhard Sendhoff}, title = {Crawling {A}long the {P}areto {F}ront: {T}ales {F}rom the {P}ractice}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {174--181}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Hassan08, author = {Ghada Hassan and Christopher Clack}, title = {{Multiobjective Robustness for Portfolio Optimization in Volatile Environments}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1507--1514}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Hatanaka03, author = {Toshiharu Hatanaka and Nobuhiko Kondo and Katsuji Uosaki}, title = {Multi-{O}bjective {S}tructure {S}election for {R}adial {B}asis {F}unction {N}etworks {B}ased on {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1095--1100}, volume = {2}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @incollection{Hatanaka06, author = {Toshiharu Hatanaka and Nobuhiko Kondo and Katsuji Uosaki}, title = {Multi-{O}bjective {S}tructure Selection for {RBF} {N}etworks and {I}ts {A}pplication to {N}onlinear {S}ystem {I}dentification}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {491--505}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Hatzakis06, author = {Iason Hatzakis and David Wallace}, title = {Dynamic {M}ulti-{O}bjective {O}ptimization with {E}volutionary {A}lgorithms: {A} {F}orward-{L}ooking {A}pproach}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1201--1208}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @inproceedings{Haubelt03, author = {Christian Haubelt and Sanaz Mostaghim and J\"{u}rgen Teich and Ambrish Tyagi}, title = {Solving {H}ierarchical {O}ptimization {P}roblems {U}sing {MOEA}s}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {162--176}, address = {Faro, Portugal}, month = {April}, year = {2003} } @incollection{Haubelt03a, author = {Christian Haubelt and Sanaz Mostaghim and Frank Slomka and J\"{u}rgen Teich and Ambrish Tyagi}, title = {Hierarchical {S}ynthesis of {E}mbedded {S}ystems using {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Algorithms for Embedded System Design}, editor = {Rolf Drechsler and Nicole Drechsler}, pages = {63--104}, publisher = {Kluwer Academic Publishers}, address = {Boston/Dordrecht/London}, year = {2003} } @inproceedings{Haubelt05, author = {Christian Haubelt and J\"{u}rgen Gamenik and J\"{u}rgen Teich}, title = {Initial {P}opulation {C}onstruction for {C}onvergence {I}mprovement of {MOEA}s}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {191--205}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Haubelt06, author = {Christian Haubelt and Thomas Schlichter and J\"{u}rgen Teich}, title = {Improving {A}utomatic {D}esign {S}pace {E}xploration by {I}ntegrating {S}ymbolic {T}echniques into {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, journal = {International Journal of Computational Intelligence Research}, volume = {2}, number = {3}, pages = {239--254}, year = {2006} } @phdthesis{He03, author = {Yuping He}, title = {Design of {R}ail {V}ehicles with {P}assive and {A}ctive {S}uspensions {U}sing {M}ultidisciplinary {O}ptimization, {M}ultibody {D}ynamics, and {G}enetic {A}lgorithms}, school = {University of Waterloo}, address = {Waterloo, Ontario, Canada}, year = {2003} } @inproceedings{Hendtlass05, author = {Tim Hendtlass}, title = {Wo{SP}: {A} {M}ulti-{O}ptima {P}article {S}warm {A}lgorithm}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {727--734}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Hengjie07, author = {Song Hengjie and Miao Chunyan and Shen Zhiqi}, title = {{F}uzzy {C}ognitive {M}ap {L}earning {B}ased on {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {339}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Hennessy04, author = {M.H. Hennessy and A.M. Kelley}, title = {Using real-valued multi-objective genetic algorithms to model molecular absorption spectra and {R}aman excitation profiles in solution}, journal = {Physical Chemistry Chemical Physics}, volume = {6}, number = {6}, pages = {1085--1095}, month = {March}, year = {2004} } @article{Heredia02, author = {A. Heredia-Langner and D.C. Montgomery and W.M. Carlyle}, title = {Solving a multistage partial inspection problem using genetic algorithms}, journal = {International Journal of Production Research}, volume = {40}, number = {8}, pages = {1923--1940}, year = {2002} } @inproceedings{Hermosilla04, AUTHOR = {Augusto Hermosilla and Benjam\'{\i}n Bar\'{a}n}, TITLE = {Comparaci\'{o}n de un sistema de colonias de hormigas y una estrategia evolutiva para un {P}roblema {M}ultiobjetivo de {R}uteo de {V}eh\'{\i}culos con {V}entanas de {T}iempo}, BOOKTITLE = {30ma Conferencia Latinoamericana de Inform\'{a}tica (CLEI2004)}, YEAR = {2004}, editor = {Mauricio Solar and David Fern\'{a}ndez-Baca and Ernesto Cuadros-Vargas}, pages = {379--388}, month = {September}, organization = {Sociedad Peruana de Computaci\'{o}n}, note = {ISBN 9972-9876-2-0 (In Spanish)}, } @inproceedings{Hernandez03, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga} and Carlos A. {Coello Coello}}, title = {{IS-PAES}: {A} {C}onstraint-{H}andling {T}echnique {B}ased on {M}ultiobjective {O}ptimization {C}oncepts}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {73--87}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Hernandez03a, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Carlos A. {Coello Coello} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga}}, title = {Use of {M}ultiobjective {O}ptimization {C}oncepts to {H}andle {C}onstraints in {S}ingle-{O}bjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {573--584}, month = {July}, year = {2003} } @incollection{Hernandez04, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga} and Carlos {Coello Coello}}, title = {{IS-PAES}: {M}ultiobjective {O}ptimization with {E}fficient {C}onstraint {H}andling}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {111--120}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @article{Hernandez04a, author = {Arturo {Hern\'{a}ndez Aguirre} and Salvador {Botello Rionda} and Carlos A. {Coello Coello} and Giovanni {Liz\'{a}rraga Liz\'{a}rraga} and Efr\'{e}n {Mezura Montes}}, title = {Handling {C}onstraints using {M}ultiobjective {O}ptimization {C}oncepts}, journal = {International Journal for Numerical Methods in Engineering}, volume = {59}, number = {15}, pages = {1989--2017}, month = {April}, year = {2004} } @inproceedings{Hernandez06, author = {Alfredo G. Hern\'{a}ndez-D\'{\i}az and Luis V. Santana-Quintero and Carlos {Coello Coello} and Rafael Caballero and Juli\'{a}n Molina}, title = {A {N}ew {P}roposal for {M}ulti-{O}bjective {O}ptimization using {D}ifferential {E}volution and {R}ough {S}ets {T}heory}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {675--682}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @article{Hernandez07, author = {Alfredo G. Hern\'andez-D\'{\i}az and Luis V. Santana-Quintero and Carlos A. {Coello Coello} and Juli\'an Molina}, title = {Pareto-adaptive $\epsilon$-dominance}, journal = {Evolutionary Computation}, volume = {15}, number = {4}, pages = {493--517}, month = {Winter}, year = {2007} } @inproceedings{Hernandez08, author = {Alfredo G. Hern\'{a}ndez-D\'{\i}az and Carlos A. {Coello Coello} and F\'{a}tima P\'{e}rez and Rafael Caballero and Juli\'{a}n Molina and Luis V. Santana-Quintero}, title = {Seeding the {I}nitial {P}opulation of a {M}ulti-{O}bjective {E}volutionary {A}lgorithm using {G}radient-{B}ased {I}nformation}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1617--1624}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @incollection{Hernandez08a, author = {Alfredo G. Hern\'{a}ndez-D\'{\i}az and Luis V. Santana-Quintero and Carlos A. {Coello Coello} and Rafael Caballero and and Juli\'{a}n Molina}, title = {Rough {S}ets {T}heory for {M}ulti-{O}bjective {O}ptimization {P}roblems}, booktitle = {Knowledge-Driven Computing}, editor = {Carlos Cotta and Simeon Reich and Robert Schaefer and Antoni Lig\c{e}za}, pages = {81--98}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-77474-7} } @incollection{Hernandez08b, author = {Alfredo G. Hernandez-Diaz and Carlos A. {Coello Coello} and Luis V. Santana-Quintero and Fatima Perez and Julian Molina and Rafael Caballero}, title = {{On the use of Projected Gradients for Constrained Multiobjective Optimization Problems}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {712--721}, address = {Dortmund, Germany}, publisher = {Springer. 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EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog}, editor = {Mario Giacobini et al.}, pages = {515--524}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4974}, address = {Naples, Italy}, month = {March}, year = {2008} } @article{Herrero09, author = {Jes\'{u}s {Garc\'{\i}a Herrero} and Antonio Berlanga and Jos\'{e} Manuel {Molina L\'{o}pez}}, title = {{Effective Evolutionary Algorithms for Many-Specifications Attainment: Application to Air Traffic Control Tracking Filters}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {13}, number = {1}, pages = {151--168}, month = {February}, year = {2009} } @ARTICLE{Herrero09a, author = {J. M. Herrero and S. Garcia-Nieto and X. Blasco and V. Romero-Garcia and J. V. Sanchez-Perez and L. M. 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Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {399--406}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Ishibuchi02a, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Balance between {G}enetic {S}earch and {L}ocal {S}earch in {H}ybrid {E}volutionary {M}ulti-{C}riterion {O}ptimization {A}lgorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {1301--1308}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Ishibuchi02b, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Selection of {I}nitial {S}olutions for {L}ocal {S}earch in {M}ultiobjective {G}enetic {L}ocal {S}earch}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {950--955}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @incollection{Ishibuchi02c, title = {Hybid {E}volutionary {M}ulti-{O}bjective {O}ptimization {A}lgorithms}, author = {Hisao Ishibuchi and Tadashi Yoshida}, booktitle = {Soft Computing Systems: Design, Management and Applications (Frontiers in Artificial Intelligence and Applications, Volume 87)}, editor = {A. Abraham and J. Ruiz-del-Solar and M. K\"{o}ppen}, publisher = {IOS Press, ISBN 1-58603-297-6}, pages = {163--172}, year = {2002} } @inproceedings{Ishibuchi02d, author = {Hisao Ishibuchi and Tadashi Yoshida}, title = {Implementation of {L}ocal {S}earch in {H}ybrid {M}ulti-{O}bjective {G}enetic {A}lgorithms: {A} {C}ase {S}tudy on {F}lowshop {S}cheduling}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {193--197}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @article{Ishibuchi03, author = {Hisao Ishibuchi and Tadashi Yoshida and Tadahiko Murata}, title = {Balance {B}etween {G}enetic {S}earch and {L}ocal {S}earch in {M}emetic {A}lgorithms for {M}ultiobjective {P}ermutation {F}lowshop {S}cheduling}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {204--223}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03a, author = {Hisao Ishibuchi and Youhei Shibata}, title = {An {E}mpirical {S}tudy on the {E}ffect of {M}ating {R}estriction on the {S}earch {A}bility of {EMO} {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {433--477}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03b, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Effects of {T}hree-{O}bjective {G}enetic {R}ule {S}election on the {G}eneralization {A}bility of {F}uzzy {R}ule-{B}ased {S}ystems}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {608--622}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Ishibuchi03c, author = {Hisao Ishibuchi and Youhei Shibata}, title = {A {S}imilarity-{B}ased {M}ating {S}cheme for {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {1065--1076}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03d, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Evolutionary {M}ultiobjective {O}ptimization for {G}enerating an {E}nsemble of {F}uzzy {R}ule-{B}ased {C}lassifiers}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part I}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2723}, pages = {1077--1088}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03e, author = {Hisao Ishibuchi and Shiori Kaige}, title = {Comparison of {M}ultiobjective {M}emetic {A}lgorithms on 0/1 {K}napsack {P}roblems}, booktitle = {2003 Genetic and Evolutionary Computation Conference. Workshop Program}, editor = {Alwyn Barry}, pages = {222--227}, publisher = {AAAI}, address = {Chicago, Illinois, USA}, month = {July}, year = {2003} } @inproceedings{Ishibuchi03f, author = {Hisao Ishibuchi and Shiori Kaige}, title = {Effects of {R}epair {P}rocedures on the {P}erformance of {EMO} {A}lgorithms for {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2254--2261}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Ishibuchi04, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Some {I}ssues on the {I}mplementation of {L}ocal {S}earch in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1246--1258}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Ishibuchi04a, author = {Hisao Ishibuchi and Youhei Shibata}, title = {Mating {S}cheme for {C}ontrolling the {D}iversity-{C}onvergence {B}alance for {M}ultiobjective {O}ptimization}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {1259--1271}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Ishibuchi04b, author = {Hisao Ishibuchi and Takashi Yamamoto}, title = {Fuzzy {R}ule {S}election by {M}ulti-{O}bjective {G}enetic {L}ocal {S}earch {A}lgorithms and {R}ule {E}valuation {M}easures in {D}ata {M}ining}, journal = {Fuzzy Sets and Systems}, volume = {141}, number = {1}, pages = {59--88}, month = {January}, year = {2004} } @article{Ishibuchi04c, author = {H. Ishibuchi and S. Kaige}, title = {Implementation of {S}imple {M}ultiobjective {M}emetic {A}lgorithms and Its {A}pplication to {K}napsack {P}roblems}, journal = {International Journal of Hybrid Intelligent Systems}, volume = {1}, pages = {22--35}, year = {2004} } @inproceedings{Ishibuchi04d, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Performance Evaluation of Simple Multiobjective Genetic Local Search Algorithms on Multiobjective 0/1 Knapsack Problems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {441--448}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Ishibuchi04e, author = {Hisao Ishibuchi and Satoshi Namba}, title = {Evolutionary {M}ultiobjective {K}nowledge {E}xtraction for {H}igh-{D}imensional {P}attern {C}lassification {P}roblems}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {1123--1132}, editor = {Xin Yao et al.}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @incollection{Ishibuchi04f, author = {Hisao Ishibuchi and Youhei Shibata}, title = {Single-{O}bjective and {M}ulti-{O}bjective {E}volutionary {F}lowshop {S}cheduling}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {529--554}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Ishibuchi05, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Recombination of {S}imilar {P}arents in {EMO} {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {265--279}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Ishibuchi05a, author = {Hisao Ishibuchi and Shiori Kaige and Kaname Narukawa}, title = {Comparison {B}etween {L}amarckian and {B}aldwinian {R}epair on {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {370--385}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Ishibuchi05b, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Spatial {I}mplementation of {E}volutionary {M}ultiobjective {A}lgorithms with {P}artial {L}amarckian {R}epair for {M}ultiobjective {K}napsack {P}roblems}, booktitle = {Fifth International Conference on Hybrid Intelligent Systems (HIS'05)}, editor = {Nadia Nedjah and Luiza M. Mourelle and Marley M.B.R. Vellasco and Ajith Abraham and Mario K\"{o}ppen}, pages = {265--270}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {November}, year = {2005} } @inproceedings{Ishibuchi05c, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Performance {E}valuation of {E}volutionary {M}ultiobjective {A}pproaches to the {D}esign of {F}uzzy {R}ule-{B}ased {E}nsemble {C}lassifiers}, booktitle = {Fifth International Conference on Hybrid Intelligent Systems (HIS'05)}, editor = {Nadia Nedjah and Luiza M. Mourelle and Marley M.B.R. Vellasco and Ajith Abraham and Mario K\"{o}ppen}, pages = {271--276}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {November}, year = {2005} } @inproceedings{Ishibuchi05d, author = {Hisao Ishibuchi and Kaname Narukawa}, title = {Comparison of {E}volutionary {M}ultiobjective {O}ptimization with {R}eference {S}olution-{B}ased {S}ingle-{O}bjective {A}pproach}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {787--794}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Ishibuchi05e, author = {Hisao Ishibuchi and Kaname Narukawa and Yusuke Nojima}, title = {An {E}mpirical {S}tudy on the {H}andling of {O}verlapping {S}olutions in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {817--824}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @incollection{Ishibuchi06, author = {Hisao Ishibuchi and Tsutomu Doi and Yusuke Nojima}, title = {Incorporation of {S}calarizing {F}itness {F}unctions into {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {493--502}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Ishibuchi06a, author = {Hisao Ishibuchi and Yusuke Nojima and Kaname Narukawa and Tsutomo Doi}, title = {Incorporation of {D}ecision {M}aker's {P}references into {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {741--742}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Ishibuchi06b, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {Multiobjective {G}enetic {R}ule {S}election as a {D}ata {M}ining {P}ostprocessing {P}rocedure}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1591--1592}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @incollection{Ishibuchi06c, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Fuzzy {E}nsemble {D}esign through {M}ulti-{O}bjective {F}uzzy {R}ule {S}election}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {507--530}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Ishibuchi06d, author = {Hisao Ishibuchi and Yusuke Nojima and Tsutomu Doi}, title = {Comparison between {S}ingle-{O}bjective and {M}ulti-{O}bjective {G}enetic {A}lgorithms: {P}erformance {C}omparison and {P}erformance {M}easures}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3959--3966}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Ishibuchi06e, author = {Hisao Ishibuchi and Yusuke Nojima and Isao Kuwajima}, title = {Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Pt 2, Proceedings}, pages = {86--93}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 4252}, year = {2006} } @article{Ishibuchi07, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning}, journal = {International Journal of Approximate Reasoning}, volume = {44}, number = {1}, pages = {4--31}, month = {January}, year = {2007} } @inproceedings{Ishibuchi07a, author = {Hisao Ishibuchi and Yusuke Nojima}, title = {Optimization of {S}calarizing {F}unctions {T}hrough {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {51--65}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Ishibuchi07b, author = {Hisao Ishibuchi and Yusuke Nojima and Noritaka Tsukamoto and Ken Ohara}, title = {Effects of the {U}se of {N}on-{G}eometric {B}inary {C}rossover on {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {829--836}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Ishibuchi07c, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {Relation between {P}areto-{O}ptimal {F}uzzy {R}ules and {P}areto-{O}ptimal {F}uzzy {R}ule {S}ets}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {42--49}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Ishibuchi07d, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Yusuke Nojima}, title = {An {E}mpirical {S}tudy on the {S}pecification of the {L}ocal {S}earch {A}pplication {P}robability in {M}ultiobjective {M}emetic {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2788--2795}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Ishibuchi07e, author = {Hisao Ishibuchi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Iterative Approach to Indicator-Based Multiobjective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3967--3974}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Ishibuchi08, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {Multiobjective {C}lassification {R}ule {M}ining}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {219--240}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @article{Ishibuchi08a, author = {Hisao Ishibuchi and Kaname Narukawa and Noritaka Tsukamoto and Yusuke Nojima}, title = {An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization}, journal = {European Journal of Operational Research}, volume = {188}, number = {1}, pages = {57--75}, month = {July 1}, year = {2008} } @incollection{Ishibuchi08b, author = {Hisao Ishibuchi and Isao Kuwajima and Yusuke Nojima}, title = {{Evolutionary Multi-objective Rule Selection for Classification Rule Mining}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {47--70}, publisher = {Springer}, address = {Berlin}, year = {2008} } @incollection{Ishibuchi08c, author = {Hisao Ishibuchi and Yasuhiro Hitotsuyanagi and Noritaka Tsukamoto and Yusuke Nojima}, title = {{Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms}}, booktitle = {Parallel Problem Solving from Nature--PPSN X}, editor = {G\"{u}nter Rudolph and Thomas Jansen and Simon Lucas and Carlo Poloni and Nicola Beume}, pages = {743--752}, address = {Dortmund, Germany}, publisher = {Springer. 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Lecture Notes in Computer Science No. 1993}, pages = {241--255}, year = {2001} } @book{Jaszkiewicz01a, author = {Andrzej Jaszkiewicz}, title = {Multiple objective metaheuristic algorithms for combinatorial optimization}, publisher = {Poznan University of Technology}, address = {Poznan, Poland}, note = {Habilitation thesis}, year = {2001} } @techreport{Jaszkiewicz01b, author = {Andrzej Jaszkiewicz}, address = {Poznan, Poland}, institution = {Institute of Computing Science, Poznan University of Technology}, key = {Jaszkiewicz, 2001}, number = {RA-003/01}, title = {A comparative study of multiple-objective metaheuristics on the bi-objective set covering problem and the {P}areto memetic algorithm}, year = {2001} } @article{Jaszkiewicz01c, author = {Andrzej Jaszkiewicz}, title = {Comparison of {L}ocal {S}earch-{B}ased {M}etaheuristics on the {M}ultiple {O}bjective {K}napsack {P}roblem}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, number = {1}, pages = {99--120}, year = {2001} } @article{Jaszkiewicz02, author = {Andrzej Jaszkiewicz}, title = {On the {P}erformance of {M}ultiple-{O}bjective {G}enetic {L}ocal {S}earch on the 0/1 {K}napsack {P}roblem---{A} {C}omparative {E}xperiment}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {6}, number = {4}, pages = {402--412}, month = {August}, year = {2002} } @article{Jaszkiewicz02a, author = {Andrzej Jaszkiewicz}, title = {Genetic local search for multiple objective combinatorial optimization}, journal = {European Journal of Operational Research}, volume = {137}, number = {1}, pages = {50--71}, year = {2002} } @incollection{Jaszkiewicz02b, author = {Andrzej Jaszkiewicz}, title = {On the {C}omputational {E}ffectiveness of {M}ultiple {O}bjective {M}etaheuristics}, booktitle = {Multiple Objective and Goal Programming. Recent Developments}, editor = {T. Traskalik and J. Michnik}, pages = {86--100}, publisher = {Physica-Verlag}, address = {Heidelberg}, year = {2002} } @article{Jaszkiewicz03, author = {Andrzej Jaszkiewicz}, title = {Do {M}ultiple-{O}bjective {M}etaheuristics {D}eliver on {T}heir {P}romises? A {C}omputational {E}xperiment on the {S}et-{C}overing {P}roblem}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {133--143}, month = {April}, year = {2003} } @inproceedings{Jaszkiewicz04, author = {Andrzej Jaszkiewicz}, title = {Evaluation of {M}ultiple {O}bjective {M}etaheuristics}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {65--89}, publisher = {Springer. 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Babuska}, title = {Fuzzy Modeling with Multi-Objective Neuro-Evolutionary Algorithms}, booktitle = {Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics (SMC'02)}, publisher = {IEEE}, year = {2002} } @article{Jimenez06, author = {F. Jimenez and J.M. Cadenas and G. Sanchez and A.F. Gomez-Skarmeta and J.L. Verdegay}, title = {Multi-objective evolutionary computation and fuzzy optimization}, journal = {International Journal of Approximate Reasoning}, volume = {43}, number = {1}, pages = {59--75}, month = {September}, year = {2006} } @incollection{Jimenez06a, author = {F. Jim\'{e}nez and G. S\'{a}nchez and J.M. Cadenas and A.F. G\'{o}mez-Skarmeta, J.L. Verdegay}, title = {{Solving a Fuzzy Nonlinear Optimization Problem by an ``ad hoc'' Multi-objective Evolutionary Algorithm}}, booktitle = {Fuzzy Applications in Industrial Engineering}, editor = {Cengiz Kahraman}, pages = {521--533}, address = {}, publisher = {Springer. Studies in Fuzziness and Soft Computing Vol. 201}, month = {}, year = {2006} } @article{Jin99, author={Yaochu Jin and Werner von Seelen and Bernhard Sendhoff}, title={On generating flexible, complete, consistent and compact({FC}$^3$) fuzzy rule systems from data using evolution strategies}, journal={IEEE Transactions on Systems, Man, and Cybernetics}, volume={29}, number={4}, pages={829--845}, year={1999}, } @inproceedings{Jin00, author = {Yaochu Jin and Markus Olhofer and Bernhard Sendhoff}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Jin et al., 2000}, pages = {786--793}, publisher = {Morgan Kaufmann}, title = {On {E}volutionary {O}ptimization with {A}pproximate {F}itness {F}unctions}, year = {2000} } @incollection{Jin01, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, key = {Jin et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Adapting {W}eighted {A}ggregation for {M}ultiobjective {E}volution {S}trategies}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {96--110}, year = {2001} } @inproceedings{Jin01a, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Dynamic {W}eighted {A}ggregation for {E}volutionary {M}ulti-{O}bjective {O}ptimization: {W}hy {D}oes {I}t {W}ork and {H}ow?}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {1042--1049}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Jin01b, author = {Yaouchu Jin and Markus Olhofer and Bernhard Sendhoff}, title = {Managing {A}pproximate {M}odels in {E}volutionary {A}erodynamic {D}esign {O}ptimization}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {592--599}, year = {2001} } @inproceedings{Jin02, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Incorporation of {F}uzzy {P}references into {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. 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Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {237--251}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Jin03a, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Connectedness, {R}egularity and the {S}uccess of {L}ocal {S}earch in {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1910--1917}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Jin03b, author = {Huidong Jin and Man-Leung Wong}, title = {Adaptive {D}iversity {M}aintenance and {C}onvergence {G}uarantee in {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2498--2505}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Jin04, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Constructing {D}ynamic {O}ptimization {T}est {P}roblems {U}sing the {M}ulti-objective {O}ptimization {C}oncept}, booktitle = {Applications of Evolutionary Computing. Proceedings of Evoworkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC}, editor = {G\"{u}nther R. Raidl et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3005}, pages = {525--536}, address = {Coimbra, Portugal}, month = {April}, year = {2004} } @inproceedings{Jin04a, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Neural {N}etwork {R}egularization and {E}nsembling {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {1--8}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Jin04b, author = {Yaochu Jin and Tatsuya Okabe and Bernhard Sendhoff}, title = {Evolutionary {M}ulti-{O}bjective {O}ptimization {A}pproach to {C}onstructing {N}eural {N}etwork {E}nsembles for {R}egression}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {653--673}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Jin05, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K\"{o}rner}, title = {Evolutionary {M}ulti-objective {O}ptimization for {S}imultaneous {G}eneration of {S}ignal-{T}ype and {S}ymbol-{T}ype {R}epresentations}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {752--766}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @book{Jin06, editor = {Yaochu Jin}, title = {Multi-Objective Machine Learning}, publisher = {Springer}, address = {Berlin}, year = {2006}, note = {ISBN 3-540-30676-6} } @incollection{Jin06a, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K\"{o}rner}, title = {Simultaneous {G}eneration of {A}ccurate and {I}nterpretable {N}eural {N}etwork {C}lassifiers}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {291--312}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Jin06b, author = {Yaochu Jin and Bernhard Sendhoff}, title = {Alleviating {C}atastrophic {F}orgetting via {M}ulti-{O}bjective {L}earning}, booktitle = {2006 International Joint Conference on Neural Networks (IJCNN'2006)}, pages = {6367--6374}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Jin07, author = {Nanbo Jin and Yahya Rahmat-Samii}, title = {Advances in Particle Swarm Optimization for Antenna Designs: Real-Number, Binary, Single-Objective and Multiobjective Implementations}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {55}, number = {3}, pages = {556--567}, month = {March}, year = {2007} } @incollection{Jin08, author = {Yaochu Jin and Aimin Zhou and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Modeling {R}egularity to {I}mprove {S}calability of {M}odel-{B}ased {M}ultiobjective {O}ptimization {A}lgorithms}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {331--355}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Jin08a, author = {Yaochu Jin and Bernhard Sendhoff and Edgar K{\"o}rner}, title = {{Rule Extraction from Compact Pareto-optimal Neural Networks}}, booktitle = {Multi-objective Evolutionary Algorithms for Knowledge Discovery from Data Bases}, editor = {Ashish Ghosh and Satchidananda Dehuri and Susmita Ghosh}, pages = {71--90}, publisher = {Springer}, address = {Berlin}, year = {2008} } @article{Jin09, author = {Yaochu Jin and Robin Gruna and Bernhard Sendhoff}, title = {{Pareto analysis of evolutionary and learnng systems}}, journal = {Frontiers of Computer Science in China}, volume = {3}, number = {1}, pages = {4--17}, year = {2009} } @inproceedings{Johnson07, author = {Matt D. 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Lecture Notes in Computer Science Vol. 3871}, pages = {131--142}, address = {Lille, France}, month = {October}, year = {2005} } @article{Jozefowiez08, author = {Nicolas Jozefowiez and Fr\'{2}d\'{e}ric Semet and El-Ghazali Talbi}, title = {Multi-objective vehicle routing problems}, journal = {European Journal of Operational Research}, volume = {189}, number = {2}, pages = {293--309}, month = {September 1}, year = {2008} } @phdthesis{Jung07, author = {Jae-Yoon Jung}, title = {Evolutionary Design of Artificial Neural Networks Using a Descriptive Encoding Language}, school = {Department of Computer Science, University of Maryland, College Park}, address = {USA}, year = {2007} } @inproceedings{Jung07a, author = {Hosang Jung and F. 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Lamont}, title = {Use of Mendelian Pressure in a Multi-Objective Genetic Algorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {962--967}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Kaige03, author = {Shiori Kaige and Tadahiko Murata and Hisao Ishibuchi}, title = {Performance evaluation of memetic {EMO} algorithms using dominance relation-based replacement rules on {MOO} test problems}, booktitle = {Proceedings of the 2003 IEEE International Conference on Systems, Man, and Cybernetics}, publisher = {IEEE Press}, volume = {1}, pages = {14--19}, year = {2003} } @inproceedings{Kaji07, author = {Hirotaka Kaji and Hajime Kita}, title = {Individual {E}valuation {S}cheduling for {E}xperiment-{B}ased {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {645--659}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Kaji07b, author = {Hirotaka Kaji and Hajime Kita}, title = {Acceleration of {E}xperiment-{B}ased {E}volutionary {M}ulti-objective {O}ptimization of {I}nternal-{C}ombustion {E}ngine {C}ontrollers {U}sing {F}itness {E}stimation}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {1777--1784}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kaji08, author = {Hirotaka Kaji and Kokolo Ikeda and Hajime Kita}, title = {{Acceleration of Parametric Multi-Objective Optimization by an Initialization Technique for Multi-Objective Evolutionary Algorithms}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2291--2297}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Kamalian04, author = {Raffi Kamalian and Hideyuki Takagi and Alice M. 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Agogino}, title = {{Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation}}, booktitle = {Advances in Machine Learning and Cybernetics, 4th International Conference, ICMLC 2005}, editor = {Daniel S. Yeung and Zhi-Qiang Liu and Xizhao Wang and Hong Yan}, pages = {428--437}, publisher = {Springer. 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Roschke}, title = {Fuzzy control of base-isolation system using multi-objective genetic algorithm}, journal = {Computer-Aided Civil and Infrastructure Engineering}, volume = {21}, number = {6}, pages = {436--449}, month = {August}, year = {2006} } @inproceedings{Kim06a, author = {S. Kim and H.S. Chung}, title = {Multiobjective optimization using adjoint gradient enhanced approximation models for genetic algorithms}, booktitle = {Computational Science and Its Applications---ICCSA 2006, Part 5}, pages = {491--502}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3984}, year = {2006} } @incollection{Kim06b, author = {DaeEun Kim}, title = {Minimizing {S}tructural {R}isk on {D}ecision {T}ree {C}lassification}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {241--260}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Kim06c, author = {Yehoon Kim and Jong-Hwan Kim and Kuk-Hyun Han}, title = {Quantum-inspired {M}ultiobjective {E}volutionary {A}lgorithm for {M}ultiobjective 0/1 {K}napsack {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {9151--9156}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kim07, author = {DaeEun Kim}, title = {A {Q}uantitative {A}nalysis of {M}emory {R}equirement and {G}eneralization {P}erformance for {R}obotic {T}asks}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {285--292}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Kim09, author = {Jong-Hwan Kim and Ye-Hoon Kim and Seung-Hwan Choi and In-Won Park}, title = {Evolutionary Multi-Objective Optimization in Robot Soccer System for Education}, journal = {IEEE Computational Intelligence Magazine}, volume = {4}, number = {1}, pages = {31--41}, month = {February}, year = {2009} } @inproceedings{King03, author = {Robert T.F. Ah King and Harry C.S. Rughooputh}, title = {Elitist {M}ultiobjective {E}volutionary {A}lgorithm for {E}nvironmental/{E}conomic {D}ispatch}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1108--1114}, volume = {2}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{King05, author = {Robert T.F. Ah King and Harry C.S. Rughooputh and Kalyanmoy Deb}, title = {Evolutionary {M}ulti-objective {E}nvironmental/{E}conomic {D}ispatch: {S}tochastic {V}ersus {D}eterministic {A}pproaches}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {677--691}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{King06, author = {Robert T. F. Ah King and Harry C.S. Rughhooputh and Kalyanmoy Deb}, title = {Stochastic {E}volutionary {M}ultiobjective {E}nvironmental/{E}conomic {D}ispatch}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3369--3376}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kipouros04, author = {T. Kipouros and G.T. Parks and A.M. Savill and D.M. Jaeggi}, title = {Multi-objective {A}erodynamic {D}esign {O}ptimisation}, booktitle = {ERCOF-TAC Design Optimization: Methods and Applications Conference Proceedings. On CD Rom}, editor = {K.C. Giannakoglou and W. Haase}, pages = {Paper ERCODO2004\_239}, year = {2004} } @inproceedings{Kipouros05, author = {Timoleon Kipouros and Daniel Jaeggi and Bill Dawes and Geoff Parks and Mark Savill}, title = {Multi-objective {O}ptimisation of {T}urbomachinery {B}lades {U}sing {T}abu {S}earch}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. 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Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Kirley07a, author = {Michael Kirley and Robert Stewart}, title = {An {A}nalysis of the {E}ffects of {P}opulation {S}tructure on {S}calable {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {845--852}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @INPROCEEDINGS{Kisiel01, author = {Marek Kisiel-Dorohinicki and Krzysztof Socha}, title = {Crowding {F}actor in {E}volutionary {M}ulti-{A}gent {S}ystem for {M}ultiobjective {O}ptimization}, editor = {Hamid R. Arabnia}, booktitle = {Proceedings of the International Conference on Artificial Intelligence (IC-AI'2001)}, publisher = {CSREA Press}, pages = {695--700}, month = {June}, address = {Las Vegas, Nevada}, year = 2001, } @INPROCEEDINGS{Kisiel01a, author = {Marek Kisiel-Dorohinicki and Grzegorz Dobrowolski and Edward Nawarecki}, title = {Evolutionary multi-agent system in multiobjective optimisation}, editor = {M.~Hamza}, booktitle = {Proceedings of the IASTED International Symposium on Applied Informatics (AI'2001)}, publisher = {IASTED/ACTA Press}, pages = {360--365}, year = 2001, } @inproceedings{Kita96, author = {Hajime Kita and Yasuyuki Yabumoto and Naoki Mori and Yoshikazu Nishikawa}, address = {Berlin, Germany}, booktitle = {Parallel Problem Solving from Nature---PPSN IV}, editor = {Hans-Michael Voigt and Werner Ebeling and Ingo Rechenberg and Hans-Paul Schwefel}, key = {Kita et al., 1996}, month = {September}, pages = {504--512}, publisher = {Springer-Verlag}, series = {Lecture Notes in Computer Science}, title = {Multi-{O}bjective {O}ptimization by {M}eans of the {T}hermodynamical {G}enetic {A}lgorithm}, year = {1996} } @inproceedings{Kiyota00, author = {Takanori Kiyota and Yasutaka Tsuji and Eiji Kondo}, title = {New {M}ultiobjective {F}uzzy {O}ptimization {M}ethod and {I}ts {A}pplication}, booktitle = {Proceedings of the 2000 American Control Conference}, volume = {6}, pages = {4224--4228}, address = {Chicago, Illinois}, publisher = {IEEE}, month = {June}, year = {2000} } @article{Kiyota03, author = {T. Kiyota and Y. Tsuji and E. Kondo}, title = {Unsatisfying functions and multiobjective fuzzy satisficing design using genetic algorithms}, journal = {IEEE Transactions on Systems, Man, and Cybernetics Part B-Cybernetics}, volume = {33}, number = {6}, pages = {889--897}, month = {December}, year = {2003} } @inproceedings{Kleeman04, author = {Mark P. Kleeman and Richard O. Day and Gary B. Lamont}, title = {Analysis of a {P}arallel {MOEA} {S}olving the {M}ulti-objective {Q}uadratic {A}ssignment {P}roblem}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {402--403}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Kleeman06, author = {Mark P. Kleeman and Gary B. Lamont}, title = {The {M}ulti-{O}bjective {C}onstrained {A}ssignment {P}roblem}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {743--744}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @inproceedings{Kleeman06a, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Coevolutionary {M}ulti-{O}bjective {EA}s: {T}he {N}ext {F}rontier?}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {6190--6199}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Hansen97, author = {Michael Pilegaard Hansen}, booktitle = {Proceedings of the 13th International Conference on Multiple Criteria Decision Making (MCDM'97)}, title = {Tabu {S}earch in {M}ultiobjective {O}ptimisation : {MOTS}}, address = {Cape Town, South Africa}, month = {January}, year = {1997} } @phdthesis{Hansen98, author = {Michael Pilegaard Hansen}, title = {Metaheuristics for multiple objective combinatorial optimization}, school = {Institute of Mathematical Modelling, Technical University of Denmark}, month = {March}, year = {1998} } @article{Karen06, author = {Idris Karen and Ali Riza Yildiz and Necmettin Kaya and Nursel \"{O}zt\"{u}rk and Ferruk \"{O}zt\"{u}rk}, title = {Hybrid approach for genetic algorithm and Taguchi's method based design optimization in automotive industry}, journal = {International Journal of Production Research}, volume = {44}, number = {22}, pages = {4897--4914}, year = {2006} } @article{Khabzaoui08, author = {Mohammed Khabzaoui and Clarisse Dhaenens and El-Ghazali Talbi}, title = {Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery}, journal = {RAIRO--Operations Research}, volume = {42}, number = {1}, pages = {69--83}, month = {January--March}, year = {2008} } @inproceedings{Khor00, author = {E.F. Khor and K.C. Tan and M.L. Wang and T.H. Lee}, title = {Evolutionary {A}lgorithm with {D}ynamic {P}opulation {S}ize for {M}ulti-{O}bjective {O}ptimization}, booktitle = {26th Annual Conference of the IEEE Industrial Electronics Society}, volume = {3}, pages = {1686--1691}, publisher = {IEEE}, year = {2000} } @article{Klamroth07, author = {Kathrin Klamroth and Jorgen Tind}, title = {Constrained optimization using multiple objective programming}, journal = {Journal of Global Optimization}, volume = {37}, number = {3}, pages = {325--355}, month = {March}, year = {2007} } @inproceedings{Kleeman04a, author = {Mark P. Kleeman and Richard O. Day and Gary B. Lamont}, title = {Multi-{O}bjective {E}volutionary {S}earch {P}erformance with {E}xplicit {B}uilding-{B}lock {S}izes for {NPC} {P}roblems}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {728--735}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Kleeman05, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Solving the {A}ircraft {E}ngine {M}aintenance {S}cheduling {P}roblem {U}sing a {M}ulti-objective {E}volutionary {A}lgorithm}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {782--796}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Kleeman07, author = {Mark P. Kleeman and Gary B. Lamont and Adam Cooney and Thomas R. Nelson}, title = {A {M}ulti-tiered {M}emetic {M}ultiobjective {E}volutionary {A}lgorithm for the {D}esign of {Q}uantum {C}ascade {L}asers}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {186--200}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Kleeman07a, author = {Mark P. Kleeman and Gary B. Lamont and Kenneth M. Hopkinson and Scott R. Graham}, title = {Solving {M}ulticommodity {C}apacitated {N}etwork {D}esign {P}roblems using a {M}ultiobjective {E}volutionary {A}lgorithm }, booktitle = {IEEE Symposium on Computational Intelligence in Security and Defense Applications (CISDA 2007)}, publisher = {IEEE Press}, pages = {33--41}, month = {April}, year = {2007} } @incollection{Kleeman07b, author = {Mark P. Kleeman and Gary B. Lamont}, title = {Scheduling of {F}low-{S}hop, {J}ob-{S}hop, and {C}ombined {S}cheduling {P}roblems using {MOEA}s with {F}ixed and {V}ariable {L}ength {C}hromosomes}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {49--99}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @inproceedings{Kleeman07c, author = {Mark P. Kleeman and Gary B. Lamont and Kenneth M. Hopkinson and Scott R. Graham}, title = {Multiobjective {E}volutionary {A}lgorithms for {D}esigning {C}apacitated {N}etwork {C}entric {C}ommunications}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {905}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Kleeman08, author = {Mark P. Kleeman and Gary B. Lamont}, title = {{Evolutionary Multi-Objective Optimization for Assignment Problems}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {364--387}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @incollection{Kleeman08a, author = {Mark P. Kleeman and Gary B. Lamont}, title = {{Evolutionary Multi-Objective Optimization in Military Applications}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {388--429}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Knarr03, author = {Mark R. Knarr and Mark N. Goltz and Gary B. Lamont and Junqi Huang}, title = {{\em In {S}itu} {B}ioremediation of {P}erchlorate-{C}ontaminated {G}roundwater using a {M}ulti-{O}bjective {P}arallel {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {1604--1611}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Knowles99, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Knowles \& Corne, 1999}, PAGES = {98--105}, MONTH = {July}, TITLE = {The {P}areto {A}rchived {E}volution {S}trategy: {A} {N}ew {B}aseline {A}lgorithm for {M}ultiobjective {O}ptimisation}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @inproceedings{Knowles99a, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Knowles \& Corne, 1999a}, PAGES = {123--124}, MONTH = {July}, TITLE = {Assessing the {P}erformance of the {P}areto {A}rchived {E}volution {S}trategy}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @article{Knowles00, AUTHOR = {Joshua D. Knowles and David W. Corne}, TITLE = {Approximating the {N}ondominated {F}ront {U}sing the {P}areto {A}rchived {E}volution {S}trategy}, JOURNAL = {Evolutionary Computation}, key = {Knowles \& Corne, 2000}, PUBLISHER = {MIT Press}, VOLUME = {8}, NUMBER = {2}, PAGES = {149--172}, YEAR = {2000}, } @inproceedings{Knowles00a, AUTHOR = {Joshua Knowles and David Corne}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Knowles \& Corne, 2000a}, MONTH = {July}, TITLE = {M-{PAES}: {A} {M}emetic {A}lgorithm for {M}ultiobjective {O}ptimization}, PAGES = {325--332}, PUBLISHER = {IEEE Service Center}, VOLUME = {1}, YEAR = {2000} } @inproceedings{Knowles00b, AUTHOR = {Joshua D. Knowles and David W. Corne}, ADDRESS = {Las Vegas, Nevada}, BOOKTITLE = {Proceedings of the 2000 Genetic and Evolutionary Computation Conference Workshop Program}, KEY = {Knowles \& Corne, 2000b}, MONTH = {July}, PAGES = {103--108}, TITLE = {A {C}omparison of {D}iverse {A}pproaches to {M}emetic {M}ultiobjective {C}ombinatorial {O}ptimization}, YEAR = {2000} } @inproceedings{Knowles99c, author = {J. D. Knowles and D. W. Corne}, address = {Ashikaga, Japan}, booktitle = {Proceedings of Third Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems}, key = {Knowles and Corne, 1999c}, title = {Local {S}earch, {M}ultiobjective {O}ptimization and the {P}areto {A}rchived {E}volution {S}trategy}, month = {November}, editor = {McKay, B. et al.}, publisher = {Ashikaga Institute of Technology}, pages = {209--216}, year = {1999} } @inproceedings{Knowles00c, AUTHOR = {Joshua D. Knowles and David W. Corne and Martin J. Oates}, ADDRESS = {Berlin}, BOOKTITLE = {Proceedings of the Sixth International Conference on Parallel Problem Solving from Nature (PPSN VI)}, KEY = {Knowles et al., 2000c}, MONTH = {September}, PAGES = {869--878}, EDITOR = {Marc Schoenauer and Kalyanmoy Deb and G\"{u}nter Rudolph and Xin Yao and Evelyne Lutton and Juan Julian Merelo and Hans-Paul Schwefel}, publisher = {Springer}, TITLE = {On the {A}ssessment of {M}ultiobjective {A}pproaches to the {A}daptive {D}istributed {D}atabase {M}anagement {P}roblem}, YEAR = {2000} } @inproceedings{Knowles00d, AUTHOR = {Joshua D. Knowles and David W. Corne and Martin J. Oates}, ADDRESS = {Berlin}, BOOKTITLE = {Proceedings of the Sixth International Conference on Parallel Problem Solving from Nature (PPSN VI)}, KEY = {Knowles et al., 2000d}, MONTH = {September}, PAGES = {839--848}, publisher = {Springer}, TITLE = {The {P}areto-{E}nvelope based {S}election {A}lgorithm for {M}ultiobjective {O}ptimization}, YEAR = {2000} } @article{Knowles00e, author = {Joshua D. Knowles and Martin J. Oates and David W. Corne}, title = {Multiobjective {E}volutionary {A}lgorithms {A}pplied to two {P}roblems in {T}elecommunications}, journal = {BT Technology Journal}, volume = {18}, number = {4}, pages = {51--64}, month = {October}, year = {2000} } @incollection{Knowles01, author = {Joshua D. Knowles and Richard A. Watson and David W. Corne}, key = {Knowles et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Reducing {L}ocal {O}ptima in {S}ingle-{O}bjective {P}roblems by {M}ulti-objectivization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {268--282}, year = {2001} } @inproceedings{Knowles01a, author = {Joshua D. Knowles and David W. Corne}, title = {Benchmark {P}roblem {G}enerators and {R}esults for the {M}ultiobjective {D}egree-{C}onstrained {M}inimum {S}panning {T}ree {P}roblem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {424--431}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Knowles01b, author = {Joshua D. Knowles and David W. Corne}, title = {A {C}omparative {A}ssessment of {M}emetic, {E}volutionary, and {C}onstructive {A}lgorithms for the {M}ultiobjective $d$-{MST} {P}roblem}, booktitle = {2001 Genetic and Evolutionary Computation Conference. Workshop Program}, address = {San Francisco, California}, pages = {162--167}, month = {July}, year = {2001} } @inproceedings{Knowles01c, author = {Joshua D. Knowles and David W. Corne}, title = {A {C}omparison of {E}ncodings and {A}lgorithms for {M}ultiobjective {M}inimum {S}panning {T}ree {P}roblems}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {544--551}, year = {2001} } @phdthesis{Knowles02, author = {Joshua D. Knowles}, address = {Reading, UK}, key = {Knowles, 2002}, month = {January}, school = {The University of Reading, Department of Computer Science}, title = {Local-{S}earch and {H}ybrid {E}volutionary {A}lgorithms for {P}areto {O}ptimization}, year = {2002} } @inproceedings{Knowles02a, author = {Joshua Knowles and David Corne}, title = {On {M}etrics for {C}omparing {N}ondominated {S}ets}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {711--716}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Knowles02b, author = {Joshua D. Knowles and David W. Corne}, title = {Enumeration of {P}areto optimal {M}ulti-{C}riteria {S}panning {T}rees---{A} {P}roof of the {I}ncorrectness of {Z}hou and {G}en's {P}roposed {A}lgorithm}, journal = {European Journal of Operational Research}, volume = {143}, number = {3}, pages = {543--547}, month = {December}, year = {2002} } @InProceedings{Knowles02c, author = {Joshua Knowles and David Corne}, title = {Towards {L}andscape {A}nalyses to {I}nform the {D}esign of {H}ybrid {L}ocal {S}earch for the {M}ultiobjective {Q}uadratic {A}ssignment {P}roblem}, editor = {A. Abraham and J. Ruiz-del-Solar and M. K\"{o}ppen}, booktitle = {Soft Computing Systems: Design, Management and Applications}, year = {2002}, publisher = {IOS Press}, address = {Amsterdam}, pages = {271--279}, note = {ISBN 1-58603-297-6} } @article{Knowles03, author = {Joshua Knowles and David Corne}, title = {Properties of an {A}daptive {A}rchiving {A}lgorithm for {S}toring {N}ondominated {V}ectors}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {2}, pages = {100--116}, month = {April}, year = {2003} } @inproceedings{Knowles03a, author = {Joshua Knowles and David Corne}, title = {Instance {G}enerators and {T}est {S}uites for the {M}ultiobjective {Q}uadratic {A}ssignment {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {295--310}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Knowles03b, author = {Joshua D. Knowles and David W. Corne and Mark Fleischer}, title = {Bounded {A}rchiving using the {L}ebesgue {M}easure}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2490--2497}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Knowles04, author = {Joshua Knowles and David Corne}, title = {Bounded {P}areto {A}rchiving: {T}heory and {P}ractice}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {39--64}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @TechReport{Knowles04a, author = {Joshua Knowles}, title = {{ParEGO}: {A} {H}ybrid {A}lgorithm with {O}n-line {L}andscape {A}pproximation for {E}xpensive {M}ultiobjective {O}ptimization {P}roblems}, institution = {University of Manchester}, year = {2004}, number = {TR-COMPSYSBIO-2004-01}, month = {September} } @inproceedings{Knowles05, author = {Joshua Knowles and Evan J. Hughes}, title = {Multiobjective {O}ptimization on a {B}udget of 250 {E}valuations}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {176--190}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Knowles05a, author = {Joshua Knowles and David Corne}, title = {Memetic {A}lgorithms for {M}ultiobjective {O}ptimization: {I}ssues, {M}ethods and {P}rospects}, booktitle = {Recent Advances in Memetic Algorithms}, editor = {William E. Hart and N. Krasnogor and J.E. Smith}, pages = {313--352}, publisher = {Springer. Studies in Fuzziness and Soft Computing, Vol. 166}, year = {2005} } @inproceedings{Knowles05b, author = {Joshua Knowles}, title = {A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers}, booktitle = {Fifth International Conference on Intelligent Systems Design and Applications (ISDA'2005)}, pages = {552--557}, publisher = {IEEE}, year = {2005} } @article{Knowles06, author = {Joshua Knowles}, title = {Par{EGO}: {A} {H}ybrid {A}lgorithm {W}ith {O}n-{L}ine {L}andscape {A}pproximation for {E}xpensive {M}ultiobjective {O}ptimization {P}roblems}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {10}, number = {1}, pages = {50--66}, month = {February}, year = {2006} } @TechReport{Knowles06a, author = {Joshua Knowles and Lothar Thiele and Eckart Zitzler}, title = {A {T}utorial on the {P}erformance {A}ssessment of {S}tochastic {M}ultiobjective {O}ptimizers}, institution = {Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Switzerland}, year = {2006}, type = {214}, month = feb, note = {revised version} } @inproceedings{Knowles07, author = {Joshua Knowles and David Corne}, title = {Quantifying the {E}ffects of {O}bjective {S}pace {D}imension in {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {757--771}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @book{Knowles08, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, title = {Multiobjective Problem Solving from Nature. From Concepts to Applications}, publisher = {Springer}, address = {Berlin}, year = {2008}, note = {ISBN 978-3-540-72963-1} } @incollection{Knowles08a, author = {Joshua Knowles and David Corne and Kalyanmoy Deb}, title = {Introduction: {P}roblem {S}olving, {EC} and {EMO}}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {1--28}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Knowles09, author = {Joshua Knowles and David Corne and Alan Reynolds}, title = {{Noisy Multiobjective Optimization on a Budget of 250 Evaluations}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {36--50}, address = {Nantes, France}, month = {April} } @article{Kobayashi96, author = {Shigenobu Kobayashi and Koji Yoshida and Masayuki Asada}, journal = {Journal of the Japanese Society for Artificial Intelligence}, volume = {11}, number = {5}, pages = {725--732}, title = {Generating a {S}et of {P}areto {O}ptimal {D}ecision {T}rees by {G}enetic {A}lgorithms}, month = {September}, year = {1996} } @inproceedings{Kobayashi07, author = {Kenji Kobayashi and Tomoyuki Hiroyasu and Mitsunori Miki}, title = {Mechanism of {M}ulti-{O}bjective {G}enetic {A}lgorithm for {M}aintaining the {S}olution {D}iversity {U}sing {N}eural {N}etwork}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {216--226}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Koch02, author = {Thomas E. Koch and Andreas Zell}, title = {{MOCS}: {M}ulti-{O}bjective {C}lustering {S}election {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {423--430}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Kodali08, author = {Shyam Prasad Kodali and Rajesh Kudikala and Kalyanmoy Deb}, title = {{Multi-Objective Optimization of Surface Grinding Process Using NSGA II}}, booktitle = {First International Conference on Emerging Trends in Engineering and Technology 2008. (ICETET'08)}, pages = {763--767}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, month = {July 16-18}, year = {2008} } @inproceedings{Koduru04, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe}, title = {Fuzzy {D}ominance {B}ased {M}ulti-objective {GA}-{S}implex {H}ybrid {A}lgorithms {A}pplied to {G}ene {N}etwork {M}odels}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {356--367}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Koduru04a, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe}, title = {A {M}ulti-objective {GA}-{S}implex {H}ybrid {A}pproach for {G}ene {R}egulatory {N}etwork {M}odels}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {2084--2091}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @inproceedings{Koduru05, author = {Praveen Koduru and Sanjoy Das and Stephen Welch and Judith L. Roe and Zenaida P. Lopez-Dee}, title = {A {C}o-evolutionary {H}ybrid {A}lgorithm for {M}ulti-{O}bjective {O}ptimization of {G}ene {R}egulatory {N}etwork {M}odels}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {393--399}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Koduru07, author = {Praveen Koduru and Sanjoy Das and Stephen M. Welch}, title = {Multi-{O}bjective {H}ybrid {PSO} {U}sing $\epsilon$-{F}uzzy {D}ominance}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {853--860}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Koduru08, author = {Praveen Koduru and Sanjoy Das and Stephen M. Welch and Judith L. Roe and Erika Charbit}, title = {{A Multiobjective Evolutionary-Simplex Hybrid Approach for the Optimization of Differential Equation Models of Gene Networks}}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {5}, pages = {572--590}, month = {October}, year = {2008} } @article{Koekalan07, author = {Murat Koekalan and Selcen (Pamuk) Phelps}, title = {An evolutionary metaheuristic for approximating preference-nondominated solutions}, journal = {Informs Journal on Computing}, volume = {19}, number = {2}, pages = {291--301}, month = {Spring}, year = {2007} } @inproceedings{Koizumi06, author = {Naoki Koizumi and Ikuo Yoshihara and Kunihito Yamamori and Moritoshi Yasunaga}, title = {Enhancement of the {V}ariable-{L}ength-{T}ransmission-{L}ine {D}esign method for multi-point optimization}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {449--455}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Koktener00, author = {Esra K\"{o}ktener Karasakal and Murat K\"{o}ksalan}, title = {A {S}imulated {A}nnealing {A}pproach to {B}icriteria {S}cheduling {P}roblems on a {S}ingle {M}achine}, journal = {Journal of Heuristics}, volume = {6}, number = {3}, pages = {311--327}, month = {August}, year = {2000} } @inproceedings{Kokolo01, author = {Ikeda Kokolo and Kita Hajime and Kobayashi Shigenobu}, title = {Failure of {P}areto-based {MOEA}s: {D}oes {N}on-dominated {R}eally {M}ean {N}ear to {O}ptimal?}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {957--962}, year = {2001} } @inproceedings{Kollat05, author = {Joshua B. 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Kollat and Patrick Reed}, title = {A framework for visually interactive decision-making and design using evolutionary multi-objective optimization ({VIDEO})}, journal = {Environmental Modelling \& Software}, volume = {22}, number = {12}, pages = {1691--1704}, month = {December}, year = {2007} } @inproceedings{Kolonko97, author = {Michael Kolonko and Stefan Voget}, booktitle = {Tagungsband der Fuzzy-Neuro-Systeme}, key = {Kolonko \& Voget, 1997}, title = {Multidimensional {O}ptimization with {G}enetic {A}lgorithms using {F}uzzy {F}itness {F}unctions}, year = {1997} } @inproceedings{Kolossa00, author = {Dorothea Kolossa and Georg Gr\"{u}bel}, title = {Evolutionary {C}omputation and {N}onlinear {P}rogramming in {M}ulti-model-robust {C}ontrol {D}esign}, booktitle = {Proceedings of Real World Applications of Evolutionary Computing. EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight}, editor = {Stefano Cagnoni et al.}, pages = {147--157}, publisher = {Springer. 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Sejnowski}, address = {San Diego, California}, month = {December}, year = {2001} } @inproceedings{Komatsu99, author = {Ken-ichirou Komatsu and Tadashi Ishihara and Hikaru Inooka}, title = {Genetic Algorithm with Redundant Chromosome and its Application to Control Systems Design}, booktitle = {IEEE International Conference on Systems, Man, and Cybernetics}, volume = {5}, pages = {547--552}, publisher = {IEEE}, year = {1999} } @phdthesis{Komuro05, author = {Rie Komuro}, title = {Multi-{O}bjective {E}volutionary {A}lgorithms for {E}cological {P}rocess {M}odels}, school = {University of Washington}, month = {December}, address = {Seattle, Washington, USA}, year = {2005} } @inproceedings{Komuro07, author = {Ri\'{e} Komuro and Joel H. Reynolds and E. David Ford}, title = {Using {M}ultiobjective {E}volutionary {A}lgorithms to {A}ssess {B}iological {S}imulation {M}odels}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {560--574}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Komuro07a, author = {Ri\'{e} Komuro and Joel H. Reynolds and E. David Ford}, title = {Using the {P}areto {F}rontier to {D}etect {D}eficiencies in a {B}iological {S}imulation {M}odel}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {888--895}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Konak04, author = {Abdullah Konak and Alice E. Smith}, title = {Capacitated {N}etwork {D}esign {C}onsidering {S}urvivability: {A}n {E}volutionary {A}pproach}, journal = {Engineering Optimization}, volume = {36}, number = {2}, pages = {189--205}, month = {April}, year = {2004} } @article{Konak06, author = {A. Konak and D.W. Coit and A.E. Smith}, title = {Multi-objective optimization using genetic algorithms: A tutorial}, journal = {Reliability Engineering \& System Safety}, volume = {91}, number = {9}, pages = {992--1007}, month = {September}, year = {2006} } @article{Kong09, author = {Tao Kong and Haozhong Cheng and Zechun Hu and Liangzhong Yao}, title = {{Multiobjective planning of open-loop MV distribution networks using ComGIS network analysis and MOGA}}, journal = {Electric Power Systems Research}, volume = {79}, number = {2}, pages = {390--398}, month = {February}, year = {2009}, } @article{Koper04, author = {Eric M. Koper and William D. Wood and Stephen W. 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Part I}, editor = {Vasile Palade and Robert J. Howlett and Lakhmi C. Jain}, publisher = {Springer. Lecture Notes on Computer Science Vol. 2773}, pages = {379--385}, address = {Oxford, UK}, month = {September}, year = {2003} } @inproceedings{Koppen03a, author = {Mario K\"{o}ppen and Katrin Franke and Bertram Nickolay}, title = {Fuzzy-{P}areto-{D}ominance {D}riven {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 10th IFSA World Congress (IFSA 2003)}, pages = {450--453}, address = {Istanbul, Turkey}, month = {June}, year = {2003} } @inproceedings{Koppen05, author = {Mario K\"{o}ppen and Raul Vicente-Garcia and Betram Nickolay}, title = {Fuzzy-{P}areto-{D}ominance and {I}ts {A}pplication in {E}volutionary {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {399--412}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Koppen05a, author = {Mario K\"{o}ppen and Raul Vicente-Garcia and Bertram Nickolay}, title = {{The PARETO-Box Problem for the Modelling of Evolutionary Multiobjective Optimization Algorithms}}, booktitle = {Adaptive and Natural Computing Algorithms}, pages = {194--197}, editor = {Bernardete Ribeiro and Rudolf F. Albrecht and Andrej Dobnikar and David W. Pearson and Nigel C. Steele}, publisher = {Springer}, address = {Coimbra, Portugal}, month = {March}, year = {2005} } @inproceedings{Koppen07, author = {Mario K\"{o}ppen and Kaori Yoshida}, title = {Substitute {D}istance {A}ssignments in {NSGA-II} for {H}andling {M}any-{O}bjective {O}ptimization {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {727--741}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Koppen07a, author = {Mario K\"{o}ppen and Kaori Yoshida}, title = {Many-{O}bjective {P}article {S}warm {O}ptimization by {G}radual {L}eader {S}election}, booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Part I}, editor = {Bartlomiej Beliczynski and Andrzej Dzielinski and Marcin Iwanowski and Bernardete Ribeiro}, pages = {323--331}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 4431}, address = {Warsaw, Poland}, month = {April}, year = {2007} } @inproceedings{Koppen08, author = {Mario K\"{o}ppen and Yutaka Kinoshita and Kaori Yoshida}, title = {{Auxiliary Objectives for the Evolutionary Multi-Objective Principal Color Extraction from Logo Images}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {3536--3546}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Kordon04, author = {Arthur Kordon and Elsa Jordaan and Lawrence Chew and Guido Smits and Torben Bruck and Keith Haney and Annika Jenings}, title = {Biomass {I}nferential {S}ensor {B}ased on {E}nsemble of {M}odels {G}enerated by {G}enetic {P}rogramming}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {1078--1089}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @incollection{Korkmaz06, author = {Emin Erkan Korkmaz}, title = {A {T}wo-{L}evel {C}lustering {M}ethod {U}sing {L}inear {L}inkage {E}ncoding}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {681--690}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Kornyshova07, author = {E. Kornyshova and C. 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Volume 2632}, pages = {192--206}, address = {Faro, Portugal}, month = {April}, year = {2003} } @incollection{Kotanchek07, author = {Mark Kotanchek and Guido Smits and Ekaterina Vladislavleva}, title = {{Pursuing the Pareto Paradigm: Tournaments, Algorithm Variations and Ordinal Optimization}}, booktitle = {Genetic Programming Theory and Practice {IV}}, editor = {Rick L. Riolo and Terence Soule and Bill Worzel}, pages = {167--185}, address = {Ann Arbor}, publisher = {Springer. Genetic and Evolutionary Computation Vol. 5}, month = {May}, year = {2007} } @incollection{Kotanchek07a, author = {Mark Kotanchek and Guido Smits and Ekaterina Vladislavleva}, title = {{Trustable Symbolic Regression Models: Using ensembles, interval arithmetic and Pareto fronts to develop robust and trust-aware models}}, booktitle = {Genetic Programming Theory and Practice {V}}, editor = {Rick L. Riolo and Terence Soule and Bill Worzel}, pages = {201--220}, address = {Ann Arbor}, publisher = {Springer. 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Al-Sakran}, title = {{Toward Automated Design of Industrial-Strength Analog Circuits by Means of Genetic Programming}}, booktitle = {Genetic Programming Theory and Practice II}, editor = {Una-May O'Reilly and Tina Yu and Rick Riolo and Bill Worzel}, pages = {120--142}, publisher = {Springer}, address = {New York, USA}, year = {2005} } @inproceedings{Krami06, author = {Nissrine Krami and Mohamed A. El-Sharkawi and Mohamed Akherraz}, title = {Multi {O}bjective {P}article {S}warm {O}ptimization {T}echnique for {R}eactive {P}ower {P}lanning}, booktitle = {2006 Swarm Intelligence Symposium (SIS'06)}, pages = {170--174}, publisher = {IEEE Press}, address = {Indianapolis, Indiana, USA}, month = {May}, year = {2006} } @phdthesis{Krasny05, author = {Darren Paul Krasny}, title = {Evolving Dynamic Maneuvers in a Quadruped Robot}, school = {The Ohio State University}, address = {USA}, year = {2005} } @incollection{Krause95, author = {Matthias Krause and Volker Nissen}, title = {On {U}sing {P}enalty {F}unctions and {M}ulticriteria {O}ptimisation {T}echniques in {F}acility {L}ayout}, booktitle = {Evolutionary Algorithms in Management Applications}, editor = {J. Biethahn and Volker Nissen}, publisher = {Springer-Verlag}, pages = {153--166}, address = {Berlin}, year = {1995} } @incollection{Krenich04, author = {Stanislaw Krenich}, title = {Multicriteria {D}esign {O}ptimization of {R}obot {G}ripper {M}echanisms}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {207--218}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @incollection{Krenich04a, author = {Stanislaw Krenich and Andrzej Osyczka}, title = {Optimal {D}esign of {M}ultiple {C}lutch {B}rakes {U}sing a {M}ultistage {E}volutionary {M}ethod}, booktitle = {IUTAM Symposium on Evolutionary Methods in Mechanics}, editor = {Tadeusz Burczy\'{n}ski and Andrzej Osyczka}, pages = {219--228}, publisher = {Kluwer Academic Publishers}, address = {Dordrecht/Boston/London}, year = {2004}, note = {ISBN 1-4020-2266-2} } @article{Krishna06, author = {Allunu Gopala Krishna and K. Mallikarjuna Rao}, title = {Multi-objective optimisation of surface grinding operations using scatter search approach}, journal = {International Journal of Advanced Manufacturing Technology}, volume = {29}, number = {5}, pages = {475--480}, month = {June}, year = {2006} } @inproceedings{Kruisselbrink08, author = {Johannes W. Kruisselbrink and Thomas B\"{a}ck and Ad P. IJzerman and Eelke {van der Horst}}, title = {{Evolutionary Algorithms for Automated Drug Design Towards Target Molecule Properties}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1555--1562}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Kruisselbrink09, author = {Johannes W. Kruisselbrink and Michael T.M. Emmerich and Thomas B\"{a}ck and Andreas Bender and Ad P. IJzerman and Eelke van der Horst}, title = {{Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {453--467}, address = {Nantes, France}, month = {April} } @incollection{Krmicek06, author = {Vojtech Krmicek and Mich\`{e}le Sebag}, title = {Functional {B}rain {I}maging with {M}ulti-objective {M}ulti-modal {E}volutionary {O}ptimization}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {382--391}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @incollection{Kshetrapalapuram05, author = {K.K. Kshetrapalapuram and M. Kirley}, title = {Mining classification rules using evolutionary multi-objective algorithms}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Part 3, Proceedings}, pages = {959--965}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3683}, year = {2005} } @inproceedings{Kubalik08, author = {Jiri Kubalik and Richard Mordinyi and Stefan Biffl}, title = {{Multiobjective Prototype Optimization with Evolved Improvement Steps}}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008}, editor = {Jano {van Hemert} and Carlos Cotta}, pages = {218--229}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4972}, address = {Naples, Italy}, month = {March}, year = {2008} } @incollection{Kubota06, author = {Naoyuki Kubota}, title = {Multi-{O}bjective {D}esign of {N}euro-{F}uzzy {C}ontrollers for {R}obot {B}ehavior {C}oordination}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {557--584}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Kukkonen04, author = {Saku Kokkonen and Jouni Lampinen}, title = {Mechanical {C}omponent {D}esign for {M}ultiple {O}bjectives {U}sing {G}eneralized {D}ifferential {E}volution}, booktitle = {Adaptive Computing in Design and Manufacture VI}, editor = {I.C. Parmee}, pages = {261--272}, publisher = {Springer}, address = {London}, year = {2004} } @inproceedings{Kukkonen04a, author = {Saku Kukkonen and Jouni Lampinen}, title = {An {E}xtension of {G}eneralized {D}ifferential {E}volution for {M}ulti-objective {O}ptimization with {C}onstraints}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {752--761}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @inproceedings{Kukkonen05, author = {Saku Kukkonen and Jouni Lampinen}, title = {{GDE}3: {T}he third {E}volution {S}tep of {G}eneralized {D}ifferential {E}volution}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {443--450}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Kukkonen06, author = {Saku Kukkonen and Kalyanmoy Deb}, title = {A {F}ast and {E}ffective {M}ethod for {P}runing of {N}on-dominated {S}olutions in {M}any-{O}bjective {P}roblems}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {553--562}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @inproceedings{Kukkonen06a, author = {Saku Kukkonen and Kalyanmoy Deb}, title = {Improved {P}runing of {N}on-{D}ominated {S}olutions {B}ased on {C}rowding {D}istance for {B}i-{O}bjective {O}ptimization {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3995--4002}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kukkonen06b, author = {Saku Kukkonen and Jouni Lampinen}, title = {An {E}mpirical {S}tudy of {C}ontrol {P}arameters for the {T}hird {V}ersion of {G}eneralized {D}ifferential {E}volution ({GDE}3)}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {7355--7362}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Kukkonen07, author = {Saku Kukkonen and Sujit R. Jangam and Nirupam Chakraborti}, title = {Solving {T}he {M}olecular {S}equence {A}lignment {P}roblem with {G}eneralized {D}ifferential {E}volution 3 ({GDE3})}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {302--309}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @inproceedings{Kukkonen07a, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Performance Assessment of Generalized Differential Evolution 3 (GDE3) with a Given Set of Problems}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3593--3600}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kukkonen07b, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Ranking-Dominance and Many-Objective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3983--3990}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @incollection{Kukkonen08, author = {Saku Kukkonen and Jouni Lampinen}, title = {{Generalized Differential Evolution for Constrained Multi-Objective Optimization}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {43--75}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @phdthesis{Kulturel02, author = {Sadan Kulturel-Konak}, title = {Facility {L}ayout and {R}elayout under {U}ncertainty}, school = {Industrial and Systems Engineering Department, Auburn University}, address = {Auburn, Alabama, USA}, month = {May}, year = {2002} } @article{Kulturel06, author = {Sadan Kulturel-Konak and Alice E. Smith and Bryan A. Norman}, title = {Multi-objective tabu search using a multinomial probability mass function}, journal = {European Journal of Operational Research}, pages = {918--931}, volume = {169}, year = {2006} } @inproceedings{Kulturel07, author = {Sadan Kulturel-Konak and David W. Coit}, title = {Determination of {P}runed {P}areto {S}ets for the {M}ulti-{O}bjective {S}ystem {R}edundancy {A}llocation {P}roblem}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {390--394}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @incollection{Kulturel07a, author = {Sadan Kulturel-Konak and Abdullah Konak and David W. Coit}, title = {Multiobjective {M}etaheuristic {A}pproaches to {R}eliability {O}ptimization}, booktitle = {Computational Intelligence in Reliability Engineering. Evolutionary Techniques in Reliability Analysis and Optimization}, editor = {Gregory Levitin}, pages = {37--62}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @article{Kulturel08, author = {Sadan Kulturel-Konak and David W. Coit and Fatema Baheranwala}, title = {{Pruned Pareto-optimal sets for the system redundancy allocation problem based on multiple prioritized objectives}}, journal = {Journal of Heuristics}, volume = {14}, number = {4}, pages = {335--357}, month = {August}, year = {2008} } @inproceedings{Kulvanit07, author = {P. Kulvanit and N. Chaiyaratana and D. Laowattana}, title = {{Biped Fast Walking Gait Shaping via Evolutionary Multi-Objective Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4019--4026}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kumar97, author = {Rajeev Kumar and Peter I. Rockett}, booktitle = {Proceedings of the 2nd IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA'97)}, key = {Kumar \& Rockett, 1997}, pages = {19--23}, publisher = {IEE}, month = {September}, address = {Glasgow, Scotland}, title = {Assessing the {C}onvergence of {R}ank-{B}ased {M}ultiobjective {G}enetic {A}lgorithms}, year = {1997} } @inproceedings{Kumar97a, author = {Rajeev Kumar and Peter Rockett}, booktitle = {Proceedings of the Workshop on Statistical Techniques in Pattern Recognition}, key = {Kumar \& Rockett, 1997}, title = {Decomposition of {H}igh {D}imensional {P}attern {S}paces for {H}ierarchical {C}lassification}, month = {June}, address = {Prague, Czech Republic}, year = {1997} } @phdthesis{Kumar97b, author = {Rajeev Kumar}, title = {Feature Selection, Representation and Classification}, school = {University of Sheffield}, address = {Sheffield, UK}, year = {1997} } @article{Kumar98, author = {Rajeev Kumar and Peter Rockett}, journal = {Kybernetika}, key = {Kumar \& Rockett, 1998}, title = {Decomposition of {H}igh {D}imensional {P}attern {S}paces for {H}ierarchical {C}lassification}, volume = {34}, number = {4}, pages = {435--442}, year = {1998} } @article{Kumar98a, author = {Rajeev Kumar and Peter Rockett}, journal = {IEEE Transactions on Neural Networks}, key = {Kumar \& Rockett, 1998a}, title = {Multiobjective {G}enetic {A}lgorithm {P}artitioning for {H}ierarchical {L}earning of {H}igh-{D}imensional {P}attern {S}paces: {A} {L}earning-{F}ollows-{D}ecomposition {S}trategy}, volume = {9}, number = {5}, pages = {822--830}, year = {1998} } @inproceedings{Kumar99, author = {Rajeev Kumar and N. Vinay Kumar and I. J. Nagrath}, booktitle = {3rd International Conference on Computational Intelligence and Multimedia Applications }, key = {Kumar et al., 1999}, title = {Object oriented toolkit for multiobjective genetic optimisation}, month = {September}, address = {New Delhi, India}, year = {1999} } @inproceedings{Kumar99a, author = {Rajeev Kumar}, title = {On {G}eneralisation of {M}achine {L}earning with {N}eural-{E}volutionary {C}omputations}, booktitle = {Proceedings of the Third International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'99)}, pages = {112--116}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, year = {1999} } @inproceedings{Kumar00, AUTHOR = {Rajeev Kumar}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Kumar, 2000}, MONTH = {September}, TITLE = {Codebook {D}esign for {V}ector {Q}uantisation using {M}ultiobjective {G}enetic {A}lgorithms}, YEAR = {2000} } @inproceedings{Kumar00a, AUTHOR = {Rajeev Kumar and S. Prasanth and M.S. Sudarshan }, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Kumar et al., 2000a}, MONTH = {September}, TITLE = {Topological {D}esign of {M}esh {C}ommunication {N}etworks using {M}ultiobjecitve {G}enetic {O}ptimisation}, YEAR = {2000} } @inproceedings{Kumar00b, author = {Rajeev Kumar and V. Prasanna Krishnan and Kartik S. Santhanakrishnan}, title = {Design of an {O}ptimal {C}ommunication {N}etwork {U}sing {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Proceedings of the IEEE International Conference on Industrial Technology}, volume = {1}, pages = {515--520}, year = {2000} } @inproceedings{Kumar02, author = {Sujay V. Kumar and S. Ranji Ranjithan}, title = {Evaluation of the {C}onstraint {M}ethod-{B}ased {E}volutionary {A}lgorithm ({CMEA}) for a {T}hree-{O}bjective {O}ptimization {P}roblem}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {431--438}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Kumar02a, author = {Rajeev Kumar and Prajna P. Parida and Mohit Gupta}, title = {Topological {D}esign of {C}ommunication {N}etworks using {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {425--430}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Kumar02b, author = {Rajeev Kumar and Peter Rockett}, title = {Improved {S}ampling of the {P}areto-{F}ront in {M}ultiobjective {G}enetic {O}ptimizations by {S}teady-{S}tate {E}volution: {A} {P}areto {C}onverging {G}enetic {A}lgorithm}, journal = {Evolutionary Computation}, volume = {10}, number = {3}, pages = {283--314}, month = {Fall}, year = {2002} } @phdthesis{Kumar02c, author = {Sujay V. Kumar}, title = {{Vitri - A Generic Framework for Engineering Decision Support Systems on Heterogeneous Computer Networks}}, school = {Department of Civil Engineering, North Carolina State University}, address = {Raleigh, North Carolina, USA}, year = {2002} } @inproceedings{Kumar03, author = {Rajeev Kumar and Peter Rockett}, title = {Evolutionary {M}ultimodal {O}ptimization {R}evisited}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part II}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2724}, pages = {1592--1593}, month = {July}, year = {2003} } @inproceedings{Kumar03a, author = {Rajeev Kumar and Nilanjan Banerjee}, title = {Multicriteria {N}etwork {D}esign {U}sing {E}volutionary {A}lgorithm}, booktitle = {Genetic and Evolutionary Computation---GECCO 2003. Proceedings, Part II}, editor = {Erick Cant\'{u}-Paz et al.}, publisher = {Springer. Lecture Notes in Computer Science Vol. 2724}, pages = {2179--2190}, month = {July}, year = {2003} } @incollection{Kumar04, author = {Rajeev Kumar}, title = {On {M}achine {L}earning with {M}ultiobjective {G}enetic {O}ptimization}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {393--425}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Kumar04a, author = {Rajeev Kumar and Peter Rockett}, title = {{Effective Evolutionary Multimodal Optimization by Multiobjective Reformulation Without Explicit Niching/Sharing}}, booktitle = {Applied Computing, Second Asian Applied Computing Conference, AACC 2004}, pages = {1--8}, editor = {Suresh Manandhar and Jim Austin and Uday B. Desai and Yoshio Oyanagi and Asoke K. Talukder}, publisher = {Springer. Lecture Notes in Computer Science Volume 3285}, address = {Kathmandu, Nepal}, month = {October 29-31}, year = {2004} } @inproceedings{Kumar05, author = {Rajeev Kumar and P.K. Singh and P.P. Chakrabarti}, title = {Multiobjective {EA} {A}pproach for {I}mproved {Q}uality of {S}olutions for {S}panning {T}ree {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {811--825}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Kumar05a, author = {A. Kumar and D. Sahoo and S. Chakraborty and N. Chakraborti}, title = {Gas injection in steelmaking vessels: {C}oupling a fluid dynamic analysis with a genetic algorithms-based pareto-optimality}, journal = {Materials and Manufacturing Processes}, volume = {20}, number = {3}, pages = {363--379}, year = {2005} } @inproceedings{Kumar05b, author = {Rajeev Kumar and Nilanjan Banerjee}, title = {Running time analysis of a multiobjective evolutionary algorithm on simple and hard problems}, booktitle = {Foundations of Genetic Algorithms. 8th International Workshop, FOGA 2005}, editor = {Alden H. Wright and Michael D. Vose and Kenneth A. De Jong and Lothar M. Schmitt}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3469}, pages = {112--131}, address = {Aizu-Wakamatsu City, Japan}, month = {January}, year = {2005} } @article{Kumar06, author = {R. Kumar and N. Banerjee}, title = {Analysis of a Multiobjective Evolutionary Algorithm on the 0-1 knapsack problem}, journal = {Theoretical Computer Science}, volume = {358}, number = {1}, pages = {104--120}, month = {July}, year = {2006} } @inproceedings{Kumar06a, author = {Rajeev Kumar and P.K. Singh and Bhargab B. Bhattacharya}, title = {Biobjective {E}volutionary and {H}euristic {A}lgorithms for {I}ntersection of {G}eometric {G}raphs}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {1689--1696}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {2}, month = {July}, year = {2006} } @article{Kumar07, author = {P. Kumar and D. Gospodaric and P. Bauer}, title = {Improved genetic algorithm inspired by biological evolution}, journal = {Soft Computing}, volume = {11}, number = {10}, pages = {923--941}, month = {August}, year = {2007} } @inproceedings{Kumar07a, author = {Rajeev Kumar and P. K. Singh}, title = {On {Q}uality {P}erformance of {H}euristic and {E}volutionary {A}lgorithms for {B}iobjective {M}inimum {S}panning {T}rees}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {2259}, volume = {2}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @incollection{Kumar07b, author = {R. Kumar and P.K. Singh}, title = {Pareto {E}volutionary {A}lgorithm {H}ybridized with {L}ocal {S}earch for {B}iobjective {TSP}}, booktitle = {Hybrid Evolutionary Algorithms}, editor = {Crina Grosan and Ajith Abraham and Hisao Ishibuchi}, pages = {361--398}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @inproceedings{Kumar07c, author = {Abhay Kumar and Deepak Sharma and Kalyanmoy Deb}, title = {A {H}ybrid {M}ulti-{O}bjective {O}ptimization {P}rocedure {U}sing {PCX} {B}ased {NSGA-II} and {S}equential {Q}uadratic {P}rogramming}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3011--3018}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Kumar08, author = {Rajeev Kumar and Paresh Tolay and Siddharth Tiwary}, title = {{Enhancing Solution Quality of the Biobjective Graph Coloring Problem Using Hybridization of EA}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {547--554}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @inproceedings{Kumar08a, author = {Rajeev Kumar and Ashwin H. Joshi and Krishna K. Banka and Peter I. Rockett}, title = {{Evolution of Hyperheuristics for the Biobjective 0/1 Knapsack Problem by Multiobjective Genetic Programming}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {1227--1234}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @ARTICLE{Kumar09, author = {Ranjan Kumar and Kazuhiro Izui and Masataka Yoshimura and Shinji Nishiwaki}, title = {{Multi-objective hierarchical genetic algorithms for multilevel redundancy allocation optimization}}, journal = {Reliability Engineering \& System safety}, volume = {94}, number = {4}, pages = {981--904}, month = {April}, year = {2009} } @article{Kumral03, author = {M. Kumral}, title = {Application of chance-constrained programming based on multi-objective simulated annealing to solve a mineral blending problem}, journal = {Engineering Optimization}, volume = {35}, number = {6}, pages = {661--673}, month = {December}, year = {2003} } @inproceedings{Kundu96b, author = {Sourav Kundu}, address = {Glasgow, Scotland}, booktitle = {Information Processing in Civil and Structural Engineering Design}, key = {Kundu, 1996b}, pages = {225--233}, editor = {B. Kumar}, month = {August}, publisher = {Civil-Comp Press Ltd.}, title = {A multicriteria genetic algorithm to solve optimization problems in structural engineering design}, year = {1996} } @inproceedings{Kundu95, author = {Sourav Kundu and Seichi Kawata and A. Watanabe}, address = {Toyama, Japan}, booktitle = {Proceedings of the Joint System and Information '95 Symposium}, key = {Kundu et al., 1995}, pages = {53--59}, publisher = {SICE}, title = {Optimal control system design using a {P}areto genetic algorithm}, month = {November}, year = {1995} } @inproceedings{Kundu96, author = {Sourav Kundu and Andrzej Osyczka}, address = {Reno, Nevada}, booktitle = {Proceedings of the Fifth International Conference on Intelligent Systems}, key = {Kundu \& Osyczka, 1996}, pages = {164--168}, publisher = {International Society for Computers and Their Applications (ISCA)}, title = {The effect of genetic algorithm selection mechanisms on multicriteria optimization using the distance method}, year = {1996} } @inproceedings{Kundu96a, author = {Sourav Kundu and S. Kawata and A. 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Part I}, editor = {Kalyanmoy Deb et al.}, pages = {105--116}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Li05, author = {Weiqi Li}, title = {Finding {P}areto-{O}ptimal {S}et by {M}erging {A}ttractors for a {B}i-objective {T}raveling {S}alesmen {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. 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Joshi}, title = {Optimizing thermal design of data center cabinets with a new multi-objective genetic algorithm}, journal = {Distributed and Parallel Databases}, volume = {21}, number = {2--3}, pages = {167--192}, month = {June}, year = {2007} } @phdthesis{Li07a, author = {Genzi Li}, title = {Online and Offline Approximations for Population Based Multi-Objective Optimization}, school = {Department of Mechanical Engineering, University of Maryland, College Park}, address = {USA}, year = {2007} } @inproceedings{Li07b, author = {Xiaodong Li and J\"urgen Branke and Michael Kirley}, title = {Performance {M}easures and {P}article {S}warm {M}ethods for {D}ynamic {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {907}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Li07c, author = {Zhiyong Li and G\"unter Rudolph}, title = {A {F}ramework of {Q}uantum-inspired {M}ulti-Objective {E}volutionary {A}lgorithms and its {C}onvergence {C}ondition}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {908}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Li07d, author = {Xiaodong Li and J\"urgen Branke and Michael Kirley}, title = {On {P}erformance {M}etrics and {P}article {S}warm {M}ethods for {D}ynamic {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {576--583}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Li07e, author = {Sheng-Tun Li and Chih-Chuan Chen and Jian Wei Li}, title = {{A Multi-objective Particle Swarm Optimization Algorithm for Rule Discovery}}, booktitle = {Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2007)}, pages = {597--600}, publisher = {IEEE Computer Society}, address = {Washington, DC, USA}, month = {November 26-28}, year = {2007} } @incollection{Li08, author = {Rui Li and Jeroen Eggermont and Ofer M. 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Schwefel}, year = {1998} } @techreport{Laumanns99, author = {Marco Laumanns and G\"{u}nter Rudolph and Hans-Paul Schwefel}, address = {University of Dortmund, Germany}, institution = {Dortmund: Department of Computer Science/LS11}, key = {Laumanns et al., 1999}, number = {CI-72/99}, title = {Approximating the {P}areto {S}et: {C}oncepts, {D}iversity {I}ssues, and {P}erformance {A}ssessment}, note = {ISSN 1433-3325}, month = {March}, year = {1999} } @inproceedings{Laumanns00, AUTHOR = {Marco Laumanns and Eckart Zitzler and Lothar Thiele}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation}, KEY = {Laumanns et al., 2000}, MONTH = {July}, TITLE = {A {U}nified {M}odel for {M}ulti-{O}bjective {E}volutionary {A}lgorithms with {E}litism}, PAGES = {46--53}, PUBLISHER = {IEEE Service Center}, VOLUME = {1}, YEAR = {2000} } @inproceedings{Laumanns00a, AUTHOR = {Marco Laumanns and G\"{u}nter Rudolph and Hans-Paul Schwefel}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Laumanns et al., 2000a}, MONTH = {September}, TITLE = {Adaptive {M}utation {C}ontrol in {P}anmictic and {S}patially {D}istributed {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, YEAR = {2000} } @incollection{Laumanns01, author = {Nando Laumanns and Marco Laumanns and Dirk Neunzig}, key = {Laumanns et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Multi-objective {D}esign {S}pace {E}xploration of {R}oad {T}rains with {E}volutionary {A}lgorithms}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. 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Lecture Notes in Computer Science No. 1993}, pages = {181--196}, year = {2001} } @inproceedings{Laumanns01b, author = {Marco Laumanns and G\"{u}nter Rudolph and Hans-Paul Schwefel}, title = {Mutation {C}ontrol and {C}onvergence in {E}volutionary {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the 7th International Mendel Conference on Soft Computing (MENDEL 2001)}, address = {Brno, Czech Republic}, month = {June}, year = {2001} } @techreport{Laumanns01c, author = {Marco Laumanns and Lothar Thiele and Kalyanmoy Deb and Eckart Zitzler}, title = {On the {C}onvergence and {D}iversity-{P}reservation {P}roperties of {M}ulti-{O}bjective {E}volutionary {A}lgorithms}, institution = {Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich}, year = 2001, number = 108, address = {Gloriastrasse 35, CH-8092 Zurich, Switzerland}, month = {May} } @inproceedings{Laumanns01d, author = {Nando Laumanns and Marco Laumanns and Harmut Kitterer}, title = {Evolutionary {M}ulti-{O}bjective {I}nteger {P}rogramming for the {D}esign of {A}daptive {C}ruise {C}ontrol {S}ystems}, booktitle = {Proceedings of the Fifteenth International Conference on Industrial \& Engineering Applications of Artificial Intelligence \& Expert Systems (IEA/AIE-2002)}, editor = {Tim Hendtlass and Moonis Ali}, pages = {200--210}, publisher = {Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 2358}, address = {Cairns, Australia}, month = {June}, year = {2002} } @inproceedings{Laumanns01e, author = {Marco Laumanns and Eckart Zitzler and Lother Thiele}, title = {Multiple {C}riteria {D}ecision {S}upport by {E}volutionary {C}omputation}, booktitle = {Sustainability in the Information Society, 15th International Symposium Informatics for Environmental Protection}, editor = {L.M. Hilty and P.W. Gilgen}, month = {October}, address = {Zurich}, publisher = {Verlag}, year = {2001} } @inproceedings{Laumanns02, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler and Kalyanmoy Deb}, title = {Archiving with {G}uaranteed {C}onvergence and {D}iversity in {M}ulti-{O}bjective {O}ptimization}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. Jonoska}, pages = {439--447}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, month = {July}, year = {2002} } @inproceedings{Laumanns02a, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler and Emo Welzl and Kalyanmoy Deb}, title = {Running {T}ime {A}nalysis of {M}ulti-objective {E}volutionary {A}lgorithms on a {S}imple {D}iscrete {O}ptimization {P}roblem}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {44--53}, address = {Granada, Spain}, year = {2002} } @article{Laumanns02b, author = {Marco Laumanns and Lothar Thiele and Kalyanmoy Deb and Eckart Zitzler}, title = {Combining {C}onvergence and {D}iversity in {E}volutionary {M}ulti-objective {O}ptimization}, journal = {Evolutionary Computation}, volume = {10}, number = {3}, pages = {263--282}, month = {Fall}, year = {2002} } @inproceedings{Laumanns02c, author = {Marco Laumanns and Jiri Ocenasek}, title = {Bayesian {O}ptimization {A}lgorithms for {M}ulti-objective {O}ptimization}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {298--307}, address = {Granada, Spain}, year = {2002} } @TECHREPORT{Laumanns02d, author = {M. Laumanns and L. Thiele and E. Zitzler and E. Welzl and K. Deb}, title = {{Running time analysis of a multi-objective evolutionary algorithm on a simple discrete optimization problem}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {123}, month = {January}, year = {2002} } @phdthesis{Laumanns03, author = {Marco Laumanns}, title = {Analysis and {A}pplications of {E}volutionary {M}ultiobjective {O}ptimization {A}lgorithms}, school = {Swiss Federal Institute of Technology}, address = {Z\"{u}rich, Switzerland}, year = {2003} } @TECHREPORT{Laumanns03a, author = {M. Laumanns and L. Thiele and E. Zitzler}, title = {{Running Time Analysis of Evolutionary Algorithms on Vector-Valued Pseudo-Boolean Functions}}, institution = {Computer Engineering and Networks Laboratory, ETH Zurich}, number = {165}, month = {May}, year = {2003} } @article{Laumanns04, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {Running {T}ime {A}nalysis of {M}ultiobjective {E}volutionary {A}lgorithms on {P}seudo-{B}oolean {F}unctions}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {8}, number = {2}, pages = {170--182}, month = {April}, year = {2004} } @article{Laumanns04a, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {Running {T}ime {A}nalysis of {E}volutionary {A}lgorithms on a {S}implified {M}ultiobjective {K}napsack {P}roblem}, journal = {Natural Computing}, year = {2004}, volume = {3}, number = {1}, pages = {37--51} } @article{Laumanns05, author = {M. Laumanns and N. Laumanns}, title = {Evolutionary multiobjective design in automotive development}, journal = {Applied Intelligence}, volume = {23}, number = {1}, pages = {55--70}, month = {July}, year = {2005} } @incollection{Laumanns05a, author = {Marco Laumanns}, title = {Self {A}daptation and {C}onvergence of {M}ultiobjective {E}volutionary {A}lgorithms in {C}ontinuous {S}earch {S}paces}, booktitle = {Evolutionary Multiobjective Optimization: Theoretical Advances And Applications}, editor = {Ajith Abraham and Lakhmi Jain and Robert Goldberg}, pages = {33--53}, publisher = {Springer-Verlag}, address = {London}, note = {ISBN 1-85233-787-7}, year = {2005} } @article{Laumanns06, author = {Marco Laumanns and Lothar Thiele and Eckart Zitzler}, title = {An efficient, adaptive parameter variation scheme for metaheuristics based on the epsilon-constraint method}, journal = {European Journal of Operational Research}, volume = {169}, pages = {932--942}, year = {2006} } @inproceedings{Lavagna03, author = {Michelle R. 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Alonso}, title = {Multi-objective {E}volutionary {A}lgorithms in the {A}utomatic {L}earning of {B}oolean {Q}ueries: {A} {C}omparative {S}tudy}, booktitle = {Theoretical Advances and Applications of Fuzzy Logic and Soft Computing}, editor = {Oscar Castillo and Patricia Melin and Oscar Montiel Ross and Roberto Sep\'{u}lveda Cruz and Witold Pedrycz and Janusz Kacprzyk}, pages = {71--80}, publisher = {Springer-Verlag}, address = {Berlin}, year = {2007} } @inproceedings{Lopez08, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello} and Debrup Chakraborty}, title = {Objective {R}eduction {U}sing a {F}eature {S}election {T}echnique}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {674--680}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Lopez08a, author = {Antonio L\'{o}pez Jaimes and Carlos A. {Coello Coello}}, title = {An Introduction to Multi-Objective Evolutionary Algorithms and some of Their Potential Uses in Biology}, booktitle = {Applications of Computational Intelligence in Biology: Current Trends and Open Problems}, editor = {Tomasz Smolinski and Mariofanna G. 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Herrera-Viedma}, title = {{A Study of the Use of Multi-Objective Evolutionary Algorithms to Learn Boolean Queries: A Comparative Study}}, journal = {Journal of the American Society for Information Science and Technology}, volume = {60}, number = {6}, pages = {1192--1207}, month = {June}, year = {2009} } @incollection{Lopez09b, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{Multi-Objective Evolutionary Algorithms: A Review of the State-of-the-Art and some of their Applications in Chemical Engineering}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {61--90}, chapter = {3}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @incollection{Lopez09c, author = {Antonio {L\'{o}pez Jaimes} and Luis Vicente {Santana Quintero} and Carlos A. {Coello Coello}}, title = {Ranking Methods in Many-objective Evolutionary Algorithms}, booktitle = {Nature-Inspired Algorithms for Optimisation}, editor = {Raymond Chiong}, pages = {413--434}, publisher = {Springer}, address = {Berlin}, year = {2009}, note = {ISBN 978-3-642-00266-3} } @inproceedings{Lopez09d, author = {Antonio {L\'{o}pez Jaimes} and Carlos A. {Coello Coello}}, title = {{Evolutionary Continuation Methods for Optimization Problems}}, booktitle = {2009 Genetic and Evolutionary Computation Conference (GECCO'2009)}, pages = {611--618}, publisher = {ACM Press}, address = {Montreal, Canada}, month = {July 8--12}, year = {2009}, note = {ISBN 978-1-60558-325-9} } @ARTICLE{Lopez09e, author = {A. 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Downey {Brill Jr.} and John W. {Baugh Jr.}}, title = {Genetic {A}lgorithm {A}pproaches for {A}ddressing {U}nmodeled {O}bjectives in {O}ptimization {P}roblems}, journal = {Engineering Optimization}, volume = {33}, pages = {549--569}, year = {2001} } @inproceedings{Louis93, author = {Sushil J. Louis and Gregory J. E. Rawlins}, address = {University of Illinois at Urbana-Champaign}, booktitle = {Proceedings of the Fifth International Conference on Genetic Algorithms}, editor = {Stephanie Forrest}, key = {Louis \& Rawlins, 1993}, pages = {118--123}, publisher = {Morgan Kaufmann Publishers}, title = {Pareto {O}ptimality, {G}{A}-easiness and {D}eception}, year = {1993 } } @phdthesis{Louis93a, AUTHOR = {Sushil J. Louis}, KEY = {Louis, 1993a}, MONTH = {aug}, SCHOOL = {Department of Computer Science, Indiana University}, TITLE = {Genetic Algorithms as a Computational Tool for Design}, YEAR = {1993} } @article{Loukil07, author = {Taicir Loukil and Jacques Teghem and Philippe Fortemps}, title = {A multi-objective production scheduling case study solved by simulated annealing}, journal = {European Journal of Operational Research}, volume = {179}, number = {3}, pages = {709--722}, month = {June}, year = {2007} } @article{Lourenco01, author = {H.R. Louren\c{c}o and J.P. Paix\~{a}o and R. Portugal}, title = {Multiobjective metaheuristics for the bus-driver scheduling problem}, journal = {Transportation Science}, volume = {35}, number = {3}, pages = {331--343}, month = {August}, year = {2001} } @article{Low07, author = {Kay-Soon Low and Tze-Shyan Wong}, title = {A multiobjective genetic algorithm for optimizing the performance of hard disk drive motion control system}, journal = {IEEE Transactions on Industrial Electronics}, volume = {54}, number = {3}, pages = {1716--1725}, month = {June}, year = {2007} } @inproceedings{Lu01, author = {Haiming Lu and Gary G. Yen}, title = {Multiobjective {O}ptimization {D}esign via {G}enetic {A}lgorithm}, booktitle = {Proceedings of the 2001 International Conference on Control Applications}, pages = {1190--1195}, publisher = {IEEE}, year = {2001} } @inproceedings{Lu02, author = {Haiming Lu and Gary G. Yen}, title = {Rank-{D}ensity {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {944--949}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Lu02a, author = {Haiming Lu and Gary G. Yen}, title = {Dynamic {P}opulation {S}ize in {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {2}, address = {Piscataway, New Jersey}, pages = {1648--1653}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @phdthesis{Lu02b, author = {Haiming Lu}, title = {State-of-the-art Multiobjective Evolutionary Algorithms---Pareto Ranking, Density Estimation and Dynamic Population}, school = {Oklahoma State University}, address = {Stillwater, Oklahoma}, month = {August}, year = {2002} } @article{Lu03, author = {Haiming Lu and Gary G. Yen}, title = {Rank-{D}ensity-{B}ased {M}ultiobjective {G}enetic {A}lgorithm and {B}enchmark {T}est {F}unction {S}tudy}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {7}, number = {4}, pages = {325--343}, month = {August}, year = {2003} } @inproceedings{Lu03a, author = {Chun Lu and Qiangfu Zhao and Wenjiang Pei and Zhenya He}, title = {A {M}ultiple {O}bjective {O}ptimization {B}ased {GA} for {D}esigning {I}nterpretable and {C}omprehensible {N}eural {N}etwork {T}rees}, booktitle = {Proceedings of the IEEE International Conference on Neural Networks and Signal Processing (ICNNSP03)}, pages = {518--521}, publisher = {IEEE}, month = {December}, year = {2003} } @inproceedings{Lu05, author = {N. Lu and L.C. Jiao and H.G. Du and M.G. Gong}, title = {{IFMOA}: {I}mmune {F}orgetting {M}ultiobjective {O}ptimization {A}lgorithm}, booktitle = {Proceedings of the First International Conference on Advances in Natural Computation, ICNC 2005, Part III}, editors = {Lipo Wang and Ke Chen and Yew S. Ong}, pages = {399--408}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3612}, address = {Changsha, China}, month = {August}, year = {2005} } @incollection{Lucas06, author = {J.M. Lucas and H. Martinez and F. Jimenez}, title = {Fuzzy {T}uning for the {D}ocking {M}aneuver {C}ontroller of an {A}utomated {G}uided {V}ehicle}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {585--600}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @article{Lucic99, author = {Panta Lu\protect{\v{c}}i\protect{\'{c}} and Du\protect{\v{s}}an Teodorovi\protect{\'{c}}}, title = {Simulated annealing for the multi-objective aircrew rostering problem}, journal = {Transportation Research Part A}, volume = {33}, pages = {19--45}, year = {1999} } @mastersthesis{Lucken03, author = {Christian Daniel von L\"{u}cken Mart\'{\i}nez}, title = {Algoritmos Evolutivos para Optimizaci\'{o}n Multiobjetivo: Un Estudio Comparativo en un Ambiente Paralelo As\'{\i}ncrono}, school = {Universidad Nacional de Asunci\'{o}n}, address = {Paraguay}, year = {2003}, note = {(In Spanish)} } @article{Luerssen08, author = {Martin H. Luerssen and David M.W. 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Zebulum and David Gwaltney and Gregory Hornby and Didier Keymeulen and Jason Lohn and Adrian Stoica}, pages = {183--190}, publisher = {IEEE Computer Society}, address = {Los Alamitos, California, USA}, month = {June}, year = {2004} } @incollection{Luna04a, author = {Erika Hern\'{a}ndez Luna and Carlos A. {Coello Coello}}, title = {Using a {P}article {S}warm {O}ptimizer with a {M}ulti-{O}bjective {S}election {S}cheme to {D}esign {C}ombinational {L}ogic {C}ircuits}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {101--124}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @inproceedings{Luna06, author = {F. Luna and A.J. Nebro and B. Dorronsoro and E. Alba and P. Bouvry and L. Hogie}, title = {Optimal {B}roadcasting in {M}etropolitan {MANET}s {U}sing {M}ultiobjective {S}catter {S}earch}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC}, editor = {Franz Rothlauf et al.}, pages = {255--266}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3907}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @article{Luna06a, author = {F. Luna and A.J. Nebro and E. Alba}, title = {Observations in using Grid-enabled technologies for solving multi-objective optimization problems}, journal = {Parallel Computing}, volume = {32}, number = {5--6}, pages = {377--393}, month = {June}, year = {2006} } @incollection{Luna06b, author = {Francisco Luna and Antonio J. Nebro and Enrique Alba}, title = {Parallel {E}volutionary {M}ultiobjective {O}ptimization}, booktitle = {Parallel Evolutionary Computations}, editor = {N. Nedjah and E. Alba and L. de Macedo Mourelle}, pages = {33--56}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2006} } @inproceedings{Lung07, author = {Rodica Lung and D. 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Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {335--349}, address = {Nantes, France}, month = {April} } @inproceedings{Lyu03, author = {Naesung Lyu and Kazuhiro Saitou}, title = {Topology {O}ptimization of {M}ulti-{C}omponent {S}tructures {V}ia {D}ecomposition-{B}ased {A}ssembly {S}ynthesis}, booktitle = {Proceedings of the ASME 2003 Design Engineering Technical Conferences and Computers and Information in Engineering Conference (DETC'2003)}, address = {Chicago, Illinois}, month = {September}, year = {2003} } @inproceedings{Lyu03a, author = {Naesung Lyu and Kazuhiro Saitou}, title = {Decomposition-{B}ased {A}ssembly {S}ynthesis of a 3{D} {B}ody-in-{W}hite {M}odel for {S}tructural {S}tiffness}, booktitle = {Proceedings of the 2003 ASME International Mechanical Engineering Congress (IMECE'03)}, publisher = {ASME Press}, address = {Washington, D.C., USA}, month = {November}, year = {2003} } @phdthesis{Lyu04, author = {Naesung Lyu}, title = {Decomposition-{B}ased {A}ssembly {S}ynthesis {B}ased on {S}tructural {C}onsiderations}, school = {The University of Michigan}, address = {USA}, year = {2004} } @article{Lyu05, author = {N. 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Mackin and Eiichiro Tazaki}, title = {Unsupervised training of {M}ultiobjective {A}gent {C}ommunication using {G}enetic {P}rogramming}, booktitle = {Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technology}, volume = {2}, pages = {738--741}, publisher = {IEEE}, address = {Brighton, UK}, year = {2000} } @inproceedings{Machwe06, author = {Azahar T. Machwe and Ian C. Parmee}, title = {Multi-{O}bjective {A}nalysis of a {C}omponent {B}ased {R}epresentation within an {I}nteractive {E}volutionary {D}esign {S}ystem}, booktitle = {Adaptive Computing in Design and Manufacture 2006. Proceedings of the Seventh International Conference}, editor = {I.C. Parmee}, publisher = {The Institute for People-centred Computation}, pages = {217--222}, address = {Bristol, UK}, month = {April}, year = {2006} } @article{Machwe07, author = {A.T. Machwe and I.C. 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Morales}, ADDRESS = {Paris, France}, BOOKTITLE = {PPSN/SAB Workshop on Multiobjective Problem Solving from Nature (MPSN)}, KEY = {Mariano \& Morales, 2000c}, MONTH = {September}, TITLE = {{MDQL}: {A} {R}einforcement {L}earning {A}pproach for the {S}olution of {M}ultiple {O}bjective {O}ptimization {P}roblems}, YEAR = {2000} } @techreport{Mariano99a, author = {Carlos E. 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Morales}, title = {Incremental {R}efinement of {S}olutions for {M}ultiple {O}bjective {O}ptimization {P}roblems}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {910}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Markowska04, author = {Urszula Markowska-Kaczmar and Pawel Wnuk-Lipinski}, title = {Rule {E}xtraction from {N}eural {N}etwork by {G}enetic {A}lgorithm with {P}areto {O}ptimization}, booktitle = {Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference. Proceedings}, editor = {Leszek Rutkowski and J{\"o}rg H. Siekmann and Ryszard Tadeusiewicz and Lotfi A. Zadeh}, address = {Zakopane, Poland}, publisher = {Springer. Lecture Notes in Computer Science. Volume 3070}, pages = {450--455}, month = {June}, year = {2004} } @incollection{Markowska06, author = {Urszula Markowska-Kaczmar and Krystyna Mularczyk}, title = {{GA}-{B}ased {P}areto {O}ptimization for {R}ule {E}xtraction from {N}eural {N}etworks}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {313--338}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @article{Marseguerra03, author = {Marzio Marseguerra and Enrico Zio and Maruizio Cipollone}, title = {Designing optimal degradation tests via multi-objective genetic algorithms}, journal = {Reliability Engineering \& System Safety}, volume = {79}, number = {1}, pages = {87--94}, month = {January}, year = {2003} } @article{Marseguerra05, author = {Marzio Marseguerra and Enrico Zio and Luca Podofillini and David W. Coit}, title = {Optimal Design of Reliable Network Systems in Presence of Uncertainty}, journal = {IEEE Transactions on Reliability}, volume = {54}, number = {2}, pages = {243--253}, month = {June}, year = {2005} } @incollection{Marseguerra07, author = {Marzio Marseguerra and Enrico Zato and Luca Podofillini}, title = {Genetic {A}lgorithms and {M}onte {C}arlo {S}imulation for the {O}ptimization of {S}ystem {D}esign and {O}peration}, booktitle = {Computational Intelligence in Reliability Engineering. Evolutionary Techniques in Reliability Analysis and Optimization}, editor = {Gregory Levitin}, pages = {101--150}, publisher = {Springer}, address = {Heidelberg}, year = {2007} } @inproceedings{Marti07, author = {Luis Mart\'{\i} and Jes\'us Garc\'{\i}a and Antonio Berlanga and Jos\'e M. Molina}, title = {A {C}umulative {E}vidential {S}topping {C}riterion for {M}ultiobjective {O}ptimization {E}volutionary {A}lgorithms}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {911}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Marti08, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Introducing MONEDA: Scalable Multiobjective Optimization with a Neural Estimation of Distribution Algorithm}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {689--696}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @incollection{Marti08a, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Scalable Continuous Multiobjective Optimization with a Neural Network-Based Estimation of Distribution Algorithm}}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog}, editor = {Mario Giacobini et al.}, pages = {535--544}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4974}, address = {Naples, Italy}, month = {March}, year = {2008} } @inproceedings{Marti08b, author = {Luis Mart\'{\i} and Jes\'{u}s Garc\'{\i}a and Antonio Berlanga and Jos\'{e} M. Molina}, title = {{Model-Building Algorithms for Multiobjective EDAs: Directions for Improvement}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2848--2855}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Martin04, author = {E.T. Martin and R.A. Hassan and W.A. Crossley}, title = {Comparing the {N}-branch genetic algorithm and the multi-objective genetic algorithm}, journal = {AIAA Journal}, volume = {42}, number = {7}, pages = {1495--1500}, month = {July}, year = {2004} } @article{Martin05, author = {J. Martin and C. Bielza and D.R. Insua}, title = {Approximating nondominated sets in continuous multiobjective optimization problems}, journal = {Naval Research Logistics}, volume = {52}, number = {5}, pages = {469--480}, month = {August}, year = {2005} } @inproceedings{Martinez05, author = {M.A. Martinez and J. Sanchis and X. Blasco}, title = {Genetic algorithms for multiobjective controller design}, booktitle = {Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach. Part 2. Proceedings}, pages = {242--251}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3562}, year = {2005} } @article{Martinez06, author = {Miguel A. Martinez, Javier Sanchis and Xavier Blasco}, title = {Multiobjective controller design handling human preferences}, journal = {Engineering Applications of Artificial Intelligence}, volume = {19}, number = {8}, pages = {927--938}, month = {December}, year = {2006} } @article{Martinez07, author = {A.N. Martinez-Garcia and J. Anderson}, title = {Carnico-{ICSPEA2} - {A} metaheuristic co-evolutionary navigator for a complex co-evolutionary farming system}, journal = {European Journal of Operational Research}, volume = {179}, number = {3}, pages = {634--655}, month = {June 16}, year = {2007} } @incollection{Martorell07, author = {Sebasti\'{a}n Martorell and Sof\'{\i}a Carlos and Jos\'e F. Villanueva and Ana S\'{a}nchez}, title = {Genetic {A}lgorithm {A}pplications in {S}urveillance and {M}aintenance {O}ptimization}, booktitle = {Computational Intelligence in Reliability Engineering. 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Kiss and Ivan Marc and Fernand Pla and Kazimierz Zaras}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Massebeuf et al., 1999}, PAGES = {14--21}, MONTH = {July}, TITLE = {Multicriteria {O}ptimization and {D}ecision {E}ngineering of an {E}xtrusion {P}rocess {A}ided by a {D}iploid {G}enetic {A}lgorithm}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @incollection{Masuduzzaman09, author = {Masuduzzaman and G.P. Rangaiah}, title = {{Multi-Objective Optimization Applications in Chemical Engineering}}, booktitle = {Multi-Objective Optimization Techniques and Applications in Chemical Engineering}, editor = {Rangaiah Gade Pandu}, pages = {27--59}, chapter = {2}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 978-981-283-651-9} } @inproceedings{Matake07, author = {Nobukazu Matake and Tomoyuki Hiroyasu}, title = {Multiobjective {C}lustering with {A}utomatic $k$-determination for {L}arge-scale {D}ata. {S}calable automatic determination of the number of clusters}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {861--868}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Mateou05, author = {N.H. Mateou and M. Moiseos and A.S. 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Sibbald and Susan Craw}, title = {Using soft-systems methods to evaluate the outputs from multi-objective land use planning tools}, booktitle = {Proceedings of the 2002 iEMSs International Meeting}, publisher = {International Environmental Modelling and Software Society}, address = {Lugano, Switzerland}, pages = {247--252}, volume = {3}, month = {June}, year = {2002} } @article{Matthews06, author = {K.B. Matthews and K. Buchan and A.R. Sibbald and S. Craw}, title = {Combining deliberative and computer-based methods for multi-objective land-use planning}, journal = {Agricultural Systems}, volume = {87}, number = {1}, pages = {18--37}, month = {January}, year = {2006} } @inproceedings{Maulik08, author = {Ujjwal Maulik and Anirban Mukhopadhyay and Sanghamitra Bandyopadhyay and Michael Q. Zhang and Xuegong Zhang}, title = {{Multiobjective Fuzzy Biclustering in Microarray Data: Method and a New Performance Measure}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {1536--1543}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Maulik09, author = {Ujjwal Maulik and Anirban Mukhopadhyay and Sanghamitra Bandyopadhyay}, title = {{Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes}}, journal = {BMC Bioinformatics}, volume = {10}, number = {27}, pages = {1--16}, month = {January 20}, year = {2009}, note = {http://www.biomedcentral.com/1471-2105/10/27} } @article{Mazur07, author = {V. 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Smith}, publisher = {Morgan Kaufmann}, address = {San Francisco, California}, title = {Specification of {L}ocal {S}earch {D}irections in {G}enetic {L}ocal {S}earch {A}lgorithms for {M}ulti-{O}bjective {O}ptimization {P}roblems}, year = {1999} } @inproceedings{Murata00, author = {Tadahiko Murata and Hisao Ishibuchi and Mitsuo Gen}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Murata et al., 2000}, pages = {307--314}, publisher = {Morgan Kaufmann}, title = {Cellular {G}enetic {L}ocal {S}earch for {M}ulti-{O}bjective {O}ptimization}, year = {2000} } @incollection{Murata01, author = {Tadahiko Murata and Hisao Ishibuchi and Mitsuo Gen}, key = {Murata et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Specification of {G}enetic {S}earch {D}irections in {C}ellular {M}ulti-objective {G}enetic {A}lgorithms}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {82--95}, year = {2001} } @inproceedings{Murata01a, author = {Tadahiko Murata and Shihei Kawakami and Hiroyuki Nozawa and Mitsuo Gen and Hisao Ishibuchi}, title = {Three-{O}bjective {G}enetic {A}lgorithms for {D}esigning {C}ompact {F}uzzy {R}ule-{B}ased {S}ystems for {P}attern {C}lassification {P}roblems}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {485--492}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Murata02, author = {Tadahiko Murata and Hiroyuki Nozawa and Yasuhiro Tsujimura and Mitsuo Gen and Hisao Ishibuchi}, title = {Effect of {L}ocal {S}earch on the {P}erformance of {C}ellular {M}ulti-{O}bjective {G}enetic {A}lgorithms for {D}esigning {F}uzzy {R}ule-based {C}lassification {S}ystems}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {663--668}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Murata03, author = {Tadahiko Murata and Hiroyuki Nozawa and Hisao Ishibuchi and Mitsuo Gen}, title = {Modifications of {L}ocal {S}earch {D}irections for {N}on-dominated {S}olutions in {C}ellular {M}ultiobjective {G}enetic {A}lgorithms for {P}attern {C}lassification {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization. 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Lecture Notes in Computer Science Vol. 2723}, pages = {1234--1245}, month = {July}, year = {2003} } @incollection{Murata05, author = {Tadahiko Murata and Shiori Kaige and Hisao Ishibuchi}, title = {Local {S}earch {D}irection for {M}ulti-{O}bjective {O}ptimization {U}sing {M}emetic {EMO} {A}lgorithms}, booktitle = {Knowledge Incorporation in Evolutionary Computation}, editor = {Yaochu Jin}, pages = {385--410}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2005}, note = {ISBN 3-540-22902-7} } @inproceedings{Murata05a, author = {Tadahiko Murata and Ryota Itai}, title = {Multi-objective {V}ehicle {R}outing {P}roblems using {T}wo-{F}old {EMO} {A}lgorithms to {E}nhance {S}olution {S}imilarity on {N}on-dominated {S}olutions}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {885--896}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Murata07, author = {Tadahiko Murata and Ryota Itai}, title = {Local {S}earch in {T}wo-{F}old {EMO} {A}lgorithm to {E}nhance {S}olution {S}imilarity for {M}ulti-objective {V}ehicle {R}outing {P}roblems}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {201--215}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @incollection{Murata09, author = {Tadahiko Murata and Akinori Taki}, title = {{Many-Objective Optimization for Knapsack Problems Using Correlation-Based Weighted Sum Approach}}, booktitle = {Evolutionary Multi-Criterion Optimization. 5th International Conference, EMO 2009}, publisher = {Springer. Lecture Notes in Computer Science Vol. 5467}, year = {2009}, editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux}, pages = {468--480}, address = {Nantes, France}, month = {April} } @incollection{Murty08, author = {M. 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Nain and Kalyanmoy Deb}, title = {Computationally {E}ffective {S}earch and {O}ptimization {P}rocedure {U}sing {C}oarse to {F}ine {A}pproximations}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2081--2088}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @article{Nair02, author = {Prasanth B. Nair and Andrew J. 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Sundararajan}, journal = {Journal of Mechanical Design, Transactions of the ASME}, key = {Palli et al., 1998}, pages = {678--686}, volume = {120}, title = {An {I}nteractive {M}ultistage epsilon-{I}nequality {C}onstraint {M}ethod for {M}ultiple {O}bjectives {D}ecision {M}aking}, year = {1998} } @article{Pan09, author = {Quan-Ke Pan and Ling Wang and Bin Qian}, title = {{A novel differential evolution algorithm for bi-criteria no-wait flow shop scheduling problems}}, journal = {Computers \& Operations research}, volume = {36}, number = {8}, pages = {2498--2511}, month = {August}, year = {2009} } @inproceedings{Panait04, author = {Liviu Panait and Sean Luke}, title = {Alternative {B}loat {C}ontrol {M}ethods}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {630--641}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @article{Panda09, author = {Sidhartha Panda}, title = {{Multi-objective evolutionary algorithm for SSSC-based controller design}}, journal = {Electric Power Systems Research}, volume = {79}, number = {6}, pages = {937--944}, month = {June}, year = {2009} } @article{Panda09a, author = {Sidhartha Panda}, title = {{Multi-Objective Non-Dominated Shorting Genetic Algorithm-II for Excitation and TCSC-Based Controller Design}}, journal = {Journal of ELECTRICAL ENGINEERING}, volume = {60}, number = {2}, pages = {86--93}, year = {2009} } @article{Panduro05, author = {M.A. Panduro and D.H. Covarrubias and C.A. Brizuela and F.R. Marante}, title = {A multi-objective approach in the linear antenna array design}, journal = {AEU-International Journal of Electronics and Communications}, volume = {59}, number = {4}, pages = {205--212}, year = {2005} } @article{Panduro06, author = {M.A. Panduro and C.A. Brizuela and D. Covarrubias and C. Lopez}, title = {A trade-off curve computation for linear antenna arrays using an evolutionary multi-objective approach}, journal = {Soft Computing}, volume = {10}, number = {2}, pages = {125--131}, month = {January}, year = {2006} } @article{Panduro08, author = {Marco A. Panduro and Carlos A. Brizuela and David H. Covarrubias}, title = {Design of electronically steerable linear arrays with evolutionary algorithms}, journal = {Applied Soft Computing}, volume = {8}, pages = {46--54}, month = {January}, year = {2008} } @article{Panduro08a, author = {Marco A. Panduro and Carlos A. Brizuela}, title = {Evolutionary multi-objective design of non-uniform circular phased arrays}, journal = {COMPEL--The International Journal for Computation and Mathematics in Electrical and Electronic Engineering}, volume = {27}, number = {2}, pages = {551--566}, year = {2008} } @inproceedings{Pangilinan08, author = {Jos\'{e} Maria A. Pangilinan and Gerrit K. Janssens and An Caris}, title = {{Sensitivity Analysis of a Genetic Algorithm for a Competitive Facility Location Problem}}, editor = {Khaled Elleithy}, booktitle = {Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering}, publisher = {Springer}, pages = {266--271}, year = {2008} } @article{Papa03, author = {Gregor Papa}, title = {An evolutionary approach to chip design: {A}n empirical evaluation}, journal = {Informacije Midem--Journal of Microelectronics electronic components and materials}, volume = {33}, number = {3}, pages = {142--148}, month = {September}, year = {2003} } @article{Papa08, author = {Gregor Papa and Tomasz Garbolino}, title = {A new approach to optimization of test pattern generator structure}, journal = {Informacije Midem--Journal of Microelectronics electronic components and materials}, volume = {38}, number = {1}, pages = {26--30}, month = {March}, year = {2008} } @incollection{Papa08a, author = {Gregor Papa and Tomasz Garbolino and Franc Novak}, title = {{Deterministic Test Pattern Generator Design}}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog}, editor = {Mario Giacobini et al.}, pages = {204--213}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4974}, address = {Naples, Italy}, month = {March}, year = {2008} } @article{Papadrakakis02, author = {Manolis Papadrakakis and Nikos D. Lagaros and Vagelis Plevris}, title = {Multi-objective optimization of skeletal structures under static and seismic loading}, journal = {Engineering Optimization}, volume = {34}, number = {6}, pages = {645--669}, month = {December}, year = {2002} } @article{Papila06, author = {Melih Papila and Raphael T. 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Kaestner}, title = {A {M}ultiobjective {G}enetic {A}lgorithm for {A}ttribute {S}election}, booktitle = {Proceedings of the 4th International Conference on Recent Advances in Soft Computing (RASC-2002)}, address = {Nottingham, UK}, publisher = {Nottingham Trent University}, pages = {116--121}, month = {December}, year = {2002} } @mastersthesis{Pappa02b, author = {Gisele Lobo Pappa}, title = {Sele\c{c}\~{a}o de {A}tributos {U}tilizando {A}lgoritmos {G}en\'{e}ticos {M}ultiobjetivos}, school = {Pontif\'{\i}cia Universidade Cat\'{o}lica do Paran\'{a}}, address = {Curitiba, Brazil}, year = {2002}, note = {(In Portuguese)} } @incollection{Pappa04, author = {Gisele L. Pappa and Alex A. Freitas and Celso A.A. Kaestner}, title = {Multi-{O}bjective {A}lgorithms for {A}ttribute {S}election in {D}ata {M}ining}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {603--626}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Paquete01, author = {Lu\'{\i}s F. Paquete and Carlos M. Fonseca}, title = {A {S}tudy of {E}xamination {T}imetabling with {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 4th Metaheuristics International Conference (MIC'2001)}, address = {Porto, Portugal}, editor = {Jorge Pinho de Sousa}, pages = {149--153}, publisher = {Program Operational Ciencia, Tecnologia, Inova\c{c}ao do Quadro Comunit\'{a}rio de Apoio III de Funda\c{c}ao para a Ciencia e Tecnologia}, month = {July 16--20}, year = {2001} } @inproceedings{Paquete03, author = {Luis Paquete and Thomas St\"{u}tzle}, title = {A {T}wo-{P}hase {L}ocal {S}earch for the {B}iobjective {T}raveling {S}alesman {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {479--493}, address = {Faro, Portugal}, month = {April}, year = {2003} } @inproceedings{Paquete04, author = {Luis Paquete and Marco Chiarandini and Thomas St\"{u}tzle}, title = {Pareto {L}ocal {O}ptimum {S}ets in the {B}iobjective {T}raveling {S}alesman {P}roblem: {A}n {E}xperimental {S}tudy}, booktitle = {Metaheuristics for Multiobjective Optimisation}, editor = {Xavier Gandibleux and Marc Sevaux and Kenneth S\"{o}rensen and Vincent T'kindt}, pages = {177--199}, publisher = {Springer. Lecture Notes in Economics and Mathematical Systems Vol. 535}, address = {Berlin}, year = {2004} } @article{Paquete06, author = {Luis Paquete and Thomas St\"{u}tzle}, title = {A study of stochastic local search algorithms for the biobjective {QAP} with correlated flow matrices}, journal = {European Journal of Operational Research}, volume = {169}, pages = {943--959}, year = {2006} } @phdthesis{Park97, author = {Seong-Jin Park}, title = {A {D}ata {A}llocation {M}ethodology {U}sing the {M}ultiple {A}spects {P}etri {N}et and the {P}areto {G}enetic {A}lgorithm in {D}istributed {D}atabases}, school = {Korea University}, year = {1997} } @article{Park99, author = {Kwang-Wook Park and Donald E. Grierson}, journal = {Computer-Aided Civil and Infrastructure Engineering}, key = {Park \& Grierson, 1999}, volume = {14}, pages = {163--170}, number = {3}, month = {May}, publisher = {Blackwell Publishers}, title = {Pareto-{O}ptimal {C}onceptual {D}esign of the {S}tructural {L}ayout of {B}uildings {U}sing a {M}ulticriteria {G}enetic {A}lgorithm}, year = {1999} } @inproceedings{Park99a, author = {Sangbong Park and Dongkyung Nam and Cheol Hoon Park}, title = {Design of a Neural Controller Using Multiobjective Optimization for Nonminimum Phase Systems}, booktitle = {1999 IEEE International Fuzzy Systems Conference Proceedings}, volume = {1}, pages = {533--537}, publisher = {IEEE}, year = {1999} } @inproceedings{Parks98, author = {Geoffrey T. Parks and I. Miller}, address = {Amsterdam, Holland}, booktitle = {Parallel Problem Solving From Nature --- PPSN V}, key = {Parks \& Miller, 1998}, pages = {250--259}, title = {Selective {B}reeding in a {M}ultiobjective {G}enetic {A}lgorithm}, publisher = {Springer-Verlag}, editor = {A. E. Eiben and M. Schoenauer and H.-P. Schwefel}, year = {1998} } @inproceedings{Parks95, author = {Geoffrey T. Parks}, booktitle = {Proceedings of the International Conference on Mathematics and Computations, Reactor Physics, and Environmental Analyses}, key = {Parks, 1995}, pages = {615--624}, title = {Multiobjective {PWR} {R}eload {C}ore {O}ptimization {U}sing {G}enetic {A}lgorithms}, year = {1995} } @inproceedings{Parks97, author = {Geoffrey T. Parks}, booktitle = {Artificial Neural Nets and Genetic Algorithms}, key = {Parks, 1997}, editor = {George D. Smith and Nigel C. Steele and Rudolf F. Albrecht}, pages = {53--57}, title = {Multiobjective {P}ressurised {W}ater {R}eactor {R}eload {C}ore {D}esign using a {G}enetic {A}lgorithm}, address = {Norwich, UK}, publisher = {Springer-Verlag}, year = {1997} } @article{Parks96, author = {Geoffrey T. Parks}, journal = {Nuclear Science and Engineering}, key = {Parks, 1996}, pages = {178--187}, title = {Multiobjective {P}ressurized {W}ater {R}eactor {R}eload {C}ore {D}esign by {N}ondominated {G}enetic {A}lgorithm {S}earch}, volume = {124}, number = {1}, year = {1996} } @inproceedings{Parks99, author = {G.T. Parks and A. Suppapitnarm}, title = {Multiobjective optimization of {PWR} reload core designs using simulated annealing}, booktitle = {Mathematics \& Computation, Reactor Physics and Environmental Analysis in Nuclear Applications}, address = {Madrid, Spain}, volume = {2}, pages = {1435--1444}, year = {1999} } @article{Parks01, author = {G.T. Parks and J. Li and M.-E. Balazs and I. Miller}, title = {An empirical investigation of elitism in multiobjective genetic algorithms}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, number = {1}, pages = {51--74}, year = {2001} } @inproceedings{Parmee94, author = {I. C. Parmee and G. Purchase}, address = {Plymouth, UK}, booktitle = {Adaptive Computing in Engineering Design and Control-'94}, editor = {I. C. Parmee}, key = {Parmee \& Purchase, 1994}, organization = {University of Plymouth}, pages = {97--102}, publisher = {University of Plymouth}, title = {The development of a directed genetic search technique for heavily constrained design spaces}, year = {1994} } @inproceedings{Parmee99, author = {Ian C. Parmee and Andrew H. Watson}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)}, key = {Parmee \& Watson, 1999}, month = {July}, pages = {1657--1665}, volume = {2}, editor = {W. Banzhaf and J. Daida and A. E. Eiben and M. H. Garzon and V. Honavar and M. Jakiela and R. E. Smith}, publisher = {Morgan Kaufmann}, address = {San Francisco, California}, title = {Preliminary {A}irframe {D}esign {U}sing {C}o-{E}volutionary {M}ultiobjective {G}enetic {A}lgorithms}, year = {1999} } @article{Parmee00, author = {Ian C. Parmee and Dragan Cvetkovi\'{c} and Andrew H. Watson and Christopher R. Bonham}, title = {Multiobjective {S}atisfaction within an {I}nteractive {E}volutionary {D}esign {E}nvironment}, journal = {Evolutionary Computation}, publisher = {MIT Press}, volume = {8}, number = {2}, pages = {197--222}, month = {Summer}, year = {2000} } @incollection{Parmee01, author = {I.C. Parmee}, key = {Parmee, 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Poor-{D}efinition, {U}ncertainty, and {H}uman {F}actors---{S}atisfying {M}ultiple {O}bjectives in {R}eal-{W}orld {D}ecision-{M}aking {E}nvironments}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {67--81}, year = {2001} } @book{Parmee01a, author = {Ian C. Parmee}, title = {Evolutionary and Adaptive Computing in Engineering Design}, publisher = {Springer}, address = {London}, year = {2001}, note = {ISBN 1-85233-029-5} } @article{Parmee01b, author = {Ian Parmee and Dragan Cvetkovic and Christopher Bonham and Ian Packham}, title = {{Introducing prototype interactive evolutionary systems for ill-defined, multi-objective design environments}}, journal = {Advances in Engineering Software}, volume = {32}, number = {6}, pages = {429--441}, month = {June}, year = {2001} } @inproceedings{Parmee04, author = {I.C. Parmee and J.A.R. Abraham}, title = {Supporting {I}mplicit {L}earning via the {V}isualisation of {COGA} {M}ulti-objective {D}ata}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {395--402}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Parmee05, author = {Ian C. Parmee and Johnson A. Abraham}, title = {Interactive {E}volutionary {D}esign}, booktitle = {Knowledge Incorporation in Evolutionary Computation}, editor = {Yaochu Jin}, pages = {435--458}, publisher = {Springer}, address = {Berlin Heidelberg}, year = {2005}, note = {ISBN 3-540-22902-7} } @inproceedings{Parmee05a, author = {I.C. Parmee and J. Abraham and M. Shackelford and O.F. Rana and A. Shaikhali}, title = {Towards {A}utonomous {E}volutionary {D}esign {S}ystems via {G}rid-{B}ased {T}echnologies}, booktitle = {Proceedings of ASCE 2005 International Conference on Computing in Civil Engineering}, address = {Cancun, Mexico}, month = {July}, year = {2005} } @incollection{Parmee06, author = {I. C. Parmee and J. R. Abraham and A. Machwe}, title = {Human-{C}entric {E}volutionary {S}ystems in {D}esign and {D}ecision-{M}aking}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {395--411}, volume = {2}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @incollection{Parmee08, author = {Ian C. Parmee and Johnson A. R. Abraham and Azahar Machwe}, title = {User-{C}entric {E}volutionary {C}omputing: {M}elding {H}uman and {M}achine {C}apability to {S}atisfy {M}ultiple {C}riteria}, booktitle = {Multi-Objective Problem Solving from Nature: From Concepts to Applications}, editor = {Joshua Knowles and David Corne and Kalyanmoy Deb}, pages = {263--283}, publisher = {Springer}, year = {2008}, address = {Berlin}, note = {ISBN 978-3-540-72963-1} } @incollection{Parreiras05, author = {Roberta O. Parreiras and Jo\~{a}o A. Vasconcelos}, title = {Decision {M}aking in {M}ultiobjective {O}ptimization {P}roblems}, booktitle = {Real-World Multi-Objective System Engineering}, editor = {Nadia Nedjah and Luiza de Macedo Mourelle}, pages = {29--52}, publisher = {Nova Science Publishers}, address = {New York}, year = {2005} } @inproceedings{Parrilla03, author = {M. Parrilla S\'{a}nchez and J. Aranda Almansa}, title = {A {R}eal {A}pplication {E}xample of a {C}ontrol {S}tructure {S}election by {M}eans of a {M}ultiobjective {G}enetic {A}lgorithm}, booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN'2003. Proceedings, Part II}, editor = {Jos\'{e} Mira and Jos\'{e} R. \'{A}lvarez}, pages = {369--376}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 2687}, address = {Ma\'{o}, Menorca, Spain}, month = {June}, year = {2003} } @inproceedings{Parrott05, author = {Daniel Parrott and Xiaodong Li and Vic Ciesielski}, title = {Multi-objective {T}echniques in {G}enetic {P}rogramming for {E}volving {C}lassifiers}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1141--1148}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @article{Parsons02, author = {R. Parsons and S.L. Canfield}, title = {Developing genetic programming techniques for the design of compliant mechanisms}, journal = {Structural and Multidisciplinary Optimization}, volume = {24}, number = {1}, pages = {78--86}, month = {August}, year = {2002} } @inproceedings{Parsopoulos02, author = {K.E. Parsopoulos and M.N. Vrahatis}, title = {Particle {S}warm {O}ptimization {M}ethod in {M}ultiobjective {P}roblems}, booktitle = {Proceedings of the 2002 ACM Symposium on Applied Computing (SAC'2002)}, publisher = {ACM Press}, pages = {603--607}, address = {Madrid, Spain}, year = {2002} } @inproceedings{Parsopoulos04, author = {K.E. Parsopoulos and D.K. Tasoulis and M.N. Vrahatis}, title = {Multiobjective {O}ptimization {U}sing {P}arallel {V}ector {E}valuated {P}article {S}warm {O}ptimization}, booktitle = {Proceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2004)}, volume = {2}, pages = {823--828}, publisher = {ACTA Press}, address = {Innsbruck, Austria}, month = {February}, year = {2004} } @inproceedings{Parsopoulos04a, author = {K.E. Parsopoulos and D.K. Taoulis and N.G. Pavlidis and V.P. Plagianakos and M.N. Vrahatis}, title = {Vector {E}valuated {D}ifferential {E}volution for {M}ultiobjective {O}ptimization}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {204--211}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @incollection{Parsopoulos08, author = {Konstantinos E. Parsopoulos and Michael N. Vrahatis}, title = {{Multi-Objective Particles Swarm Optimization Approaches}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {20--42}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Paschereit03, author = {Christian Oliver Paschereit and Bruno Schuermans and Dirk B\"{u}che}, title = {Combustion {P}rocess {O}ptimization using {E}volutionary {A}lgorithm}, booktitle = {Proceedings of the ASME Turbo Expo 2003}, address = {Atlanta, USA}, month = {June}, year = {2003} } @incollection{Pasia06, author = {Joseph M. Pasia and Richard F. Hartl and Karl F. 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Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Pathak07, author = {Bhupendra Kumar Pathak and Sanjay Srivastava}, title = {{MOGA-Based Time-Cost Tradeoffs: Responsiveness for Project Uncertainties}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3085--3092}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Pathak07a, author = {Bhupendra Kumar Pathak and Harish Kumar Singh and Sanjay Srivastava}, title = {{Multi-Resource-Constrained Discrete Time-Cost Tradeoff with MOGA Based Hybrid Method}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {4425--4432}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Pathak08, author = {Bhupendra Kurnar Pathak and Sanjay Srivastava and Karnal Srivastava}, title = {Neural network embedded multiobjective genetic algorithm to solve non-linear time-cost tradeoff problems of project scheduling}, journal = {Journal of Scientific \& Industrial Research}, volume = {67}, number = {2}, pages = {124--131}, month = {February}, year = {2008} } @inproceedings{Patnaik08, author = {Awhan Patnaik and L. 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Goldberg}, title = {Multiobjective h{BOA}, {C}lustering, and {S}calability}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {663--670}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @incollection{Pelikan06, author = {Martin Pelikan and Kumara Sastry and David E. Goldberg}, title = {{Multiobjective Estimation of Distribution Algorithms}}, booktitle = {Scalable Optimization via Probabilistic Modeling}, editor = {Martin Pelikan and Kumara Sastry and Erick Cant\'{u}-Paz}, pages = {223--248}, address = {}, publisher = {Springer. 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Whitaker}, title = {Comparison and {E}valuation of {M}ultiple {O}bjective {G}enetic {A}lgorithms for the {A}ntenna {P}lacement {P}roblem}, journal = {Mobile Networks \& Applications}, volume = {10}, number = {1--2}, pages = {79--88}, month = {February--April}, year = {2005} } @inproceedings{Rajagopalan05, author = {Ramesh Rajagopalan and Chilukuri Mohan and Pramod Varshney and Kishan Mehrotra}, title = {Multi-objective {M}obile {A}gent {R}outing in {W}ireless {S}ensor {N}etworks}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1730--1737}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Rajagopalan08, author = {Ramesh Rajagopalan and Chilukuri K. Mohan and Kishan G. Mehrotra and Pramod K. Varshney}, title = {{Multi-Objective Evolutionary Algorithms for Sensor Network Design}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {208--238}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Rajapakse06, author = {Menaka Rajapakse and Bertil Schmidt and Vladimir Brusic}, title = {Multi-objective evolutionary algorithm for discovering peptide binding motifs}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC}, editor = {Franz Rothlauf et al.}, pages = {149--158}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3907}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @article{Rajesh00, author = {J.K. Rajesh and S.K. Gupta and G.P. Rangaiah and A.K. Ray}, title = {Multiobjective optimization of steam reformer performance using genetic algorithm}, journal = {Industrial \& Engineering Chemistry Research}, volume = {39}, number = {3}, pages = {706--717}, month = {March}, year = {2000} } @article{Rajesh01, author = {J.K. Rajesh and S.K. Gupta and G.P. Rangaiah and A.K. Ray}, title = {Multi-objective optimization of industrial hydrogen plants}, journal = {Chemical Engineering Science}, volume = {56}, number = {3}, pages = {999--1010}, month = {February}, year = {2001} } @inproceedings{Ramirez99, author = {I. J. Ram\'{\i}rez-Rosado and J. L. Bernal-Agust\'{\i}n and V. Miranda and L. M. Barbosa-Proenca}, title = {Multiobjective {P}lanning of {P}ower {D}istribution {S}ystems {U}sing {E}volutionary {A}lgorithms}, booktitle = {8th IASTED International Conference (Modelling, Identification and Control-MIC'99)}, year = {1999}, address = {Innsbruck, Austria}, month = {February} } @article{Ramirez01, author = {Ignacio J. {Ram\'{\i}rez Rosado} and Jos\'{e} L. {Bernal Agust\'{\i}n}}, title = {Reliability and {C}ost {O}ptimization for {D}istribution {N}etworks {E}xpansion {U}sing an {E}volutionary {A}lgorithm}, journal = {IEEE Transactions on Power Systems}, pages = {111--118}, volume = {16}, number = {1}, month = {February}, year = {2001} } @article{Ramos03, author = {Ricardo M. Ramos and Rodney R. Saldanha and Ricardo H.C. Takahashi and Fernando J.S. Moreira}, title = {The {R}eal-{B}iased {M}ultiobjective {G}enetic {A}lgorithm and {I}ts {A}pplication to the {D}esign of {W}ire {A}ntennas}, journal = {IEEE Transactions on Magnetics}, volume = {39}, number = {3}, pages = {1329--1332}, month = {May}, year = {2003} } @article{Ramteke09, author = {Manojkumar Ramteke and Santosh K. Gupta}, title = {Biomimetic Adaptations of GA and SA for the Robust MO Optimization of an Industrial Nylon-6 Reactor}, journal = {Materials and Manufacturing Processes}, volume = {24}, number = {1}, pages = {38--46}, month = {January}, year = {2009} } @article{Ramzan06, author = {Naveed Ramzan and Werner Witt}, title = {Multi-objective optimization in distillation unit: a case study}, journal = {Canadian Journal of Chemical Engineering}, volume = {84}, number = {5}, pages = {604--613}, month = {October}, year = {2006} } @book{Rangaiah09, editor = {Gade Pandu Rangaiah}, title = {{Multi-Objective Optimization. Techniques and Applications in Chemical Engineering}}, publisher = {World Scientific}, address = {Singapore}, year = {2009}, note = {ISBN 981-283-651-9} } @phdthesis{Rangsaritratsamee02, author = {Ruedee Rangsaritratsamee}, title = {Analysis of {S}cheduling and {F}rozen {I}ntervals in {D}ynamic {R}escheduling}, school = {Industrial Engineering Department, Clemson University}, address = {Clemson, South Carolina}, month = {August}, year = {2002} } @incollection{Ranjithan01, author = {S. Ranji Ranjithan and S. Kishan Chetan and Harish K. Dakshima}, key = {Ranjithan et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Constraint {M}ethod-{B}ased {E}volutionary {A}lgorithm ({CMEA}) for {M}ultiobjective {O}ptimization}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {299--313}, year = {2001} } @inproceedings{Rao93, author = {S. S. Rao}, title = {Genetic {A}lgorithmic {A}pproach for {M}ultiobjective {O}ptimization of {S}tructures}, volume = {AD-Vol. 38}, pages = {29--38}, booktitle = {ASME Annual Winter Meeting, Structures and Controls Optimization}, year = {1993}, organization = {ASME}, address = {New Orleans, Louisiana}, month = {November} } @inproceedings{Rao03, author = {A. Rama Mohan Rao and K.C.M. Reddy and N. Arvind}, title = {Multi-objective design of laminate composites using evolutionary algorithms and artificial intelligence}, booktitle = {Proceedings of the International Structural Engineering Convention}, pages = {290--299}, publisher = {SEC-2003}, year = {2003} } @article{Rao05, author = {A. Rama Mohan Rao and N. Arvind}, title = {A scatter search algorithm for stacking sequence optimisation of laminate composites}, journal = {Composite Structures}, volume = {70}, number = {4}, pages = {383--402}, month = {October}, year = {2005} } @inproceedings{Raquel05, author = {Carlo R. Raquel and Prospero C. {Naval, Jr.}}, title = {An {E}ffective {U}se of {C}rowding {D}istance in {M}ultiobjective {P}article {S}warm {O}ptimization}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {257--264}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Rashidi04, author = {Farzan Rashidi and Mehran Rashidi}, title = {Limit {C}ycle {P}rediction in {M}ultivariable {N}onlinear {S}ystems {U}sing {G}enetic {A}lgorithms}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part II}, editor = {Kalyanmoy Deb et al.}, pages = {60--68}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3103}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Ratle04, author = {Fr\'{e}d\'{e}ric Ratle and Beno\^{\i}t Lecarpentier and Richard Labib and Frac\c{c}ois Trochu}, title = {Multi-objective {O}ptimization of a {C}omposite {M}aterial {S}pring {D}esign {U}sing an {E}volutionary {A}lgorithm}, booktitle = {Parallel Problem Solving from Nature - PPSN VIII}, pages = {803--811}, publisher = {Springer-Verlag. Lecture Notes in Computer Science Vol. 3242}, month = {September}, address = {Birmingham, UK}, year = {2004} } @article{Ravi00, author = {G. Ravi and Santosh K. Gupta and M.B. Ray}, title = {Multiobjective {O}ptimization of {C}yclone {S}eparators {U}sing {G}enetic {A}lgorithm}, journal = {Industrial and Engineering Chemistry Research}, volume = {39}, number = {11}, pages = {4272--4286}, month = {November}, year = {2000} } @article{Ravi02, author = {G. Ravi and Santosh K. Gupta and S. Viswanathan and M.B. Ray}, title = {Optimization of {V}enturi {S}crubbers {U}sing {G}enetic {A}lgorithm}, journal = {Industrial and Engineering Chemistry Research}, volume = {41}, number = {12}, pages = {2988--3002}, month = {June}, year = {2002} } @inproceedings{Ray00, author = {Tapabrata Ray and Tai Kang and Seow Kian Chye}, address = {San Francisco, California}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)}, editor = {Darrell Whitley and David Goldberg and Erick Cant\'{u}-Paz and Lee Spector and Ian Parmee and Hans-Georg Beyer}, key = {Ray et al., 2000}, pages = {771--777}, publisher = {Morgan Kaufmann}, title = {An {E}volutionary {A}lgorithm for {C}onstrained {O}ptimization}, year = {2000} } @article{Ray01, author = {Tapabrata Ray and Tai Kang and Seow Kian Chye}, title = {Multiobjective {D}esign {O}ptimization by an {E}volutionary {A}lgorithm}, journal = {Engineering Optimization}, volume = {33}, number = {3}, pages = {399--424}, year = {2001} } @article{Ray01a, author = {Tapabrata Ray and Kang Tai}, title = {An {E}volutionary {A}lgorithm with a {M}ultilevel {P}airing {S}trategy for {S}ingle and {M}ultiobjective {O}ptimization}, journal = {Foundations of Computing and Decision Sciences}, volume = {26}, pages = {75--98}, year = {2001} } @article{Ray02, author = {Tapabrata Ray and K.M. Liew}, title = {A {S}warm {M}etaphor for {M}ultiobjective {D}esign {O}ptimization}, journal = {Engineering Optimization}, volume = {34}, number = {2}, pages = {141--153}, month = {March}, year = {2002} } @inproceedings{Ray02a, author = {Tapabrata Ray}, title = {Constrained {R}obust {O}ptimal {D}esign using a {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {419--424}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Ray02b, author = {Tapabrata Ray and Poan Choy Ling and Tai Kang}, title = {A {N}ew {F}itness {A}ssignment and {P}arent {S}election {S}trategy {W}ithin an {E}volutionary {A}lgorithm for {C}onstrained {O}ptimization {P}roblems}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {31--35}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @article{Ray02c, author = {Ajay K. Ray and P.P. Oh and G.P. Rangaiah}, title = {Simulation and multiobjective optimization of an industrial hydrogen plant based on refinery off-gas}, journal = {Industrial and Engineering Chemistry Research}, volume = {41}, number = {9}, pages = {2248--2261}, month = {May}, year = {2002} } @incollection{Ray04, author = {Tapabrata Ray}, title = {Applications of {M}ulti-{O}bjective {E}volutionary {A}lgorithms in {E}ngineering {D}esign}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {29--52}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Ray04a, author = {Madhumita B. Ray}, title = {Applications of a {M}ulti-{O}bjective {G}enetic {A}lgorithm in {C}hemical and {E}nvironmental {E}ngineering}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {317--339}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @incollection{Ray05, author = {T. Ray and K.W. Won}, title = {An evolutionary algorithm for constrained bi-objective optimization using radial slots}, booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, Part 4, Proceedings}, pages = {49--56}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3684}, year = {2005} } @article{Ray06, author = {Tapabrata Ray and Warren Smith}, title = {A surrogate assisted parallel multiobjective evolutionary algorithm for robust engineering design}, journal = {Engineering Optimization}, volume = {38}, number = {8}, pages = {997--1011}, month = {December}, year = {2006} } @inproceedings{Ray06a, author = {Tapabrata Ray and Ruhul Sarker}, title = {Multiobjective {E}volutionary {A}pproach to the {S}olution of {G}as {L}ift {O}ptimization {P}roblems}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {10951--10957}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @incollection{Ray07, author = {Tapabrata Ray and Ruhul Sarker}, title = {Optimum {O}il {P}roduction {P}lanning using an {E}volutionary {A}pproach}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {273--292}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @article{Ray08, author = {Tapabrata Ray and Ruhul Sarker}, title = {{EA} for {S}olving {C}ombined {M}achine {L}ayout and {J}ob {A}ssignment {P}roblems}, journal = {Journal of Industrial and Management Optimization}, volume = {4}, number = {3}, pages = {631--646}, month = {August}, year = {2008} } @article{Raza08, author = {Wasim Raza and Kwang-Yong Kim}, title = {Multiobjective optimization of a wire-wrapped {LMR} fuel assembly}, journal = {Nuclear Technology}, volume = {162}, number = {1}, pages = {45--52}, month = {April}, year = {2008} } @article{Raza09, author = {Wasim Raza and Kwang-Yong Kim}, title = {{Shape Optimization of 19-Pin Wire-Wrapped Fuel Assembly of LMR Using Multiobjective Evolutionary Algorithm}}, journal = {Nuclear Science and Engineering}, volume = {161}, number = {2}, pages = {245--254}, month = {February}, year = {2009}, } @techreport{Reardon97a, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1997a}, number = {LA-UR-97-3675}, month = {September}, title = {Fuzzy {L}ogic vs. {N}iched {P}areto {M}ultiobjective {G}enetic {A}lgorithm {O}ptimization: {P}art {I}. {S}haffer's {F}2 {P}roblem}, year = {1997} } @techreport{Reardon97b, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1997b}, number = {LA-UR-97-3676}, month = {September}, title = {Fuzzy {L}ogic vs. {N}iched {P}areto {M}ultiobjective {G}enetic {A}lgorithm {O}ptimization: {P}art {I}{I}. {A} {S}implified {B}orn-{M}ayer {P}roblem}, year = {1997} } @techreport{Reardon98a, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1998a}, number = {LA-UR-98-0419}, month = {January}, title = {Optimization of {M}icromechanical {D}ensification {M}odeling {P}arameters {F}or {C}opper {P}owder using a {F}uzzy {L}ogic {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, year = {1998} } @techreport{Reardon98b, author = {Brian J. Reardon}, address = {Los Alamos, New Mexico}, institution = {Los Alamos National Laboratory}, key = {Reardon, 1998b}, number = {LA-UR-98-1036}, month = {March}, title = {Optimization Of {D}ensification {M}odeling {P}arameters of {B}eryllium {P}owder using a {F}uzzy {L}ogic {B}ased {M}ultiobjective {G}enetic {A}lgorithm}, year = {1998} } @article{Reardon03, author = {Brian J. Reardon}, title = {Optimizing the {H}ot {I}sostatic {P}ressing {P}rocess}, journal = {Materials and Manufacturing Processes}, volume = {18}, number = {3}, pages = {493--508}, year = {2003} } @article{Reca08, author = {J. Reca and J. Martinez and R. Banos and C. Gil}, title = {Optimal design of gravity-fed looped water distribution networks considering the resilience index}, journal = {Journal of Water Resources Planning and Management--ASCE}, volume = {134}, number = {3}, pages = {234--238}, month = {May-June}, year = {2008} } @inproceedings{Reddy03, author = {A. Raji Reddy and Kalyanmoy Deb}, title = {Identification of {M}ultiple {G}ene {S}ubsets {U}sing {M}ulti-objective {E}volutionary {A}lgorithms}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. Volume 2632}, pages = {623--637}, address = {Faro, Portugal}, month = {April}, year = {2003} } @article{Reddy07, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {An efficient multi-objective optimization algorithm based on swarm intelligence for engineering design}, journal = {Engineering Optimization}, volume = {39}, number = {1}, pages = {49--68}, month = {January}, year = {2007} } @article{Reddy07a, author = {M. Janga Reddy and D. Nagesh Kumar}, title = {Multi-objective particle swarm optimization for generating optimal trade-offs in reservoir operation}, journal = {Hydrological Processes}, volume = {21}, number = {21}, pages = {2897--2909}, month = {October}, year = {2007} } @inproceedings{Reed01, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Designing a {N}ew {E}litist {N}ondominated {S}orted {G}enetic {A}lgorithm for a {M}ultiobjective {L}ong {T}erm {G}roundwater {M}onitoring {A}pplication}, booktitle = {Proceedings of the 2001 Genetic and Evolutionary Computation Conference. Late-Breaking Papers}, address = {San Francisco, California}, month = {July}, pages = {352--358}, year = {2001} } @article{Reed01a, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {A multiobjective approach to cost effective long-term groundwater monitoring using an elitist nondominated sorted genetic algorithm with historical data}, journal = {Journal of Hydroinformatics}, volume = {3}, number = {2}, pages = {71--89}, month = {April}, year = {2001} } @inproceedings{Reed01b, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {The {P}ractitioner's {R}ole in {C}ompetent {S}earch and {O}ptimization {U}sing {G}enetic {A}lgorithms}, booktitle = {Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges. Proceedings of the World Water and Environmental Resources Congress}, editor = {Don Phelps and Gerald Sehlke}, address = {Washington, DC}, publisher = {American Society of Civil Engineers. ISBN 0-7844-0569-7}, year = {2001} } @inproceedings{Reed01c, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Why {O}ptimize {L}ong {T}erm {G}roundwater {M}onitoring {D}esign? {A} {M}ultiobjective {C}ase {S}tudy of {H}ill {A}ir {F}orce {B}ase}, booktitle = {Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges. Proceedings of the World Water and Environmental Resources Congress}, editor = {Don Phelps and Gerald Sehlke}, address = {Washington, DC}, publisher = {American Society of Civil Engineers. ISBN 0-7844-0569-7}, year = {2001} } @inproceedings{Reed01d, author = {Patrick M. Reed and Barbara S. Minsker and David E. Goldberg}, title = {Designing a {N}ew {E}litist {N}ondominated {S}orted {G}enetic {A}lgorithm for a {M}ultiobjective {L}ong {T}erm {G}roundwater {M}onitoring {A}pplication}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {1454}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Reed02, author = {P.M. Reed and B.S. Minsker}, title = {Discovery \& {N}egotiation using {M}ultiobjective {G}enetic {A}lgorithms: {A} {C}ase {S}tudy in {G}roundwater {M}onitoring {D}esign}, booktitle = {Hydroinformatics 2002, Volume Two: Software Tools and Management Systems, Proceedings of the 5th International Conference on Hydroinformatics}, editor = {R.A. Falconer and B. Lin and E.L. Harris and C.A.M.E. Wilson}, pages = {988--993}, publisher = {IWA Publishing}, address = {London}, year = {2002} } @phdthesis{Reed02a, author = {Patrick Michael Reed}, title = {Striking the {B}alance: {L}ong-{T}erm {G}roundwater {M}onitoring {D}esign for {M}ultiple {C}onflicting {O}bjectives}, school = {Graduate College of the University of Illinois at Urbana-Champaign}, address = {Urbana, Illinois}, year = {2002} } @article{Reed03, author = {Patrick Reed and Barbara S. Minsker and David E. Goldberg}, title = {Simplifying multiobjective optimization: {A}n automated design methodology for the nondominated sorted genetic algorithm-{II}}, journal = {Water Resources Research}, volume = {39}, number = {7}, pages = {TNN 2.1--2.5}, month = {July}, year = {2003} } @incollection{Reed04, author = {Patrick Reed and Venkat Devireddy}, title = {Groundwater {M}onitoring {D}esign: {A} {C}ase {S}tudy {C}ombining {E}psilon {D}ominance {A}rchiving and {A}utomatic {P}arameterization for the {NSGA}-{II}}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {79--100}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Reed07, author = {Patrick Reed and Joshua B. Kollat and V.K. Devireddy}, title = {Using interactive archives in evolutionary multiobjective optimization: {A} case study for long-term groundwater monitoring design}, journal = {Environmental Modelling \& Software}, volume = {22}, number = {5}, pages = {683--692}, month = {May}, year = {2007} } @phdthesis{Regnier03, author = {J\'{e}r\'{e}mi R\'{e}gnier}, title = {Conception de syst\`{e}mes h\'{e}t\'{e}rog\`{e}nes en G\'{e}nie \'{E}lectrique para Optimisation \'{e}volutionnaire multicrit\`{e}re}, school = {Institut Nationale Polytechnique de Toulouse}, address = {France}, month = {December}, year = {2003}, note = {(In French)} } @article{Regnier05, author = {J. R\'{e}gnier and B. Sareni and X. Roboam}, title = {System optimization by multiobjective genetic algorithms and analysis of the coupling between variables, constraints and objectives}, journal = {COMPEL-The International Journal for Computation and Mathematics in Electrical and Electronic Engineering}, volume = {24}, number = {3}, pages = {805--820}, year = {2005} } @inproceedings{Reichelt06, author = {Dirk Reichelt and Lars M\"{o}nch}, title = {Multiobjective {S}cheduling of {J}obs with {I}ncompatible {F}amilies on {P}arallel {B}atch {M}achines}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 6th European Conference, EvoCOP 2006}, editor = {Jens Gottlieb and G\"{u}nther R. Raidl}, pages = {209--221}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3906}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @inproceedings{Rekiek99a, AUTHOR = {Brahim Rekiek}, ADDRESS = {Orlando, Florida}, BOOKTITLE = {Proceedings of the 1999 Genetic and Evolutionary Computation Conference. Workshop Program}, KEY = {Rekiek, 1999a}, PAGES = {401}, MONTH = {July}, TITLE = {Multiple-{O}bjectives {G}enetic {A}lgorithm}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @inproceedings{Rekiek00, author = {Brahim Rekiek and Pierre De Lit and Fabrice Pellichero and Thomas L'Eglise and Emanuel Falkenauer and Alain Delchambre}, booktitle = {Proceedings of the MCPL'2000 Conference}, key = {Rekiek99 et al., 2000}, title = {Dealing {W}ith {U}ser's {P}references in {H}ybrid {A}ssembly {L}ines {D}esign}, year = {2000} } @inproceedings{Rekiek99, author = {Brahim Rekiek and Fabrice Pellichero and Pierre De Lit and Emanuel Falkenauer and Alain Delchambre}, booktitle = {Proceedings of the 15th International Conference on CAD/CAM Robotics \& Factories of the Future CAR \& FOF'99}, key = {Rekiek99 et al., 1999}, month = {August}, pages = {MW6-18--MW6-23}, volume = {1}, title = {A {R}esource {P}lanner for {H}ybrid {A}ssembly {L}ines}, year = {1999} } @phdthesis{Rekiek00a, author = {Brahim Rekiek}, address = {Brussels, Belgium}, key = {Rekiek, 2000}, month = {December}, school = {Free University of Brussels, CAD/CAM Department}, title = {Assembly {L}ine {D}esign (multiple objective grouping genetic algorithm and the balancing of mixed-model hybrid assembly line)}, year = {2000} } @article{Rekiek01, author = {Brahim Rekiek and Pierre de Lit and Fabrice Pellichero and Thomas L'Eglise and Patrick Fouda and Emanuel Falkenauer and Alan Delchambre}, title = {A multiple objective grouping genetic algorithm for assembly line design}, journal = {Journal of Intelligent Manufacturing}, volume = {12}, number = {5--6}, pages = {467--485}, year = {2001} } @article{Rekiek02, author = {B. Rekiek and P. de Lit and A. Delchambre}, title = {Hybrid assembly line design and user's preferences}, journal = {International Journal of Production Research}, volume = {40}, number = {5}, pages = {1095--1111}, month = {March}, year = {2002} } @book{Rekiek06, author = {Brahim Rekiek and Alain Delchambre}, title = {Assembly Line Design. The Balancing of Mixed-Model Hybrid Assembly Lines with Genetic Algorithms}, publisher = {Springer}, year = {2006}, note = {ISBN 1-84628-112-1} } @inproceedings{Ren03, author = {Xiaolin Ren and Barbara Minsker}, title = {Which {G}roundwater {R}emediation {O}bjective is {B}etter, a {R}ealistic {O}ne or a {S}imple {O}ne?}, booktitle = {American Society of Civil Engineers (ASCE) Environmental \& Water Resources Institute (EWRI) World Water \& Environmental Resources Congress 2003 \& Related Symposia}, address = {Philadelphia, PA}, year = {2003} } @incollection{Respicio05, author = {Ana Respicio and M. Eug\'{e}nia Captivo}, title = {Bi-{O}bjective {S}equencing of {C}utting {P}atterns}, booktitle = {Meta-heuristics: Progress as Real Problem Solvers, Selected Papers from the 5th Metaheuristics International Conference (MIC 2003)}, editor = {Toshihide Ibaraki and Koji Nonobe and Matsunori Yagiura}, pages = {226--241}, publisher = {Springer}, year = {2005} } @inproceedings{Reyes05, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Improving {PSO}-{B}ased {M}ulti-objective {O}ptimization {U}sing {C}rowding, {M}utation and $\epsilon$-{D}ominance}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {505--519}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @inproceedings{Reyes05a, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Fitness {I}nheritance in {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2005 IEEE Swarm Intelligence Symposium (SIS'05)}, pages = {116--123}, publisher = {IEEE Press}, address = {Pasadena, California, USA}, month = {June}, year = {2005} } @inproceedings{Reyes05b, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {Coevolutionary {M}ulti-objective {O}ptimization using {C}lustering {T}echniques}, booktitle = {MICAI 2005: Advances in Artificial Intelligence}, editor = {Alexander Gelbukh and \'{A}lvaro {de Albornoz} and Hugo Terashima-Mar\'{\i}n}, publisher = {Springer. Lecture Notes in Artificial Intelligence Vol. 3789}, pages = {603--612}, address = {Monterrey, M\'{e}xico}, month = {November}, year = {2005} } @inproceedings{Reyes05c, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {A {S}tudy of {F}itness {I}nheritance and {A}pproximation {T}echniques for {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {65--72}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @article{Reyes06, author = {Margarita Reyes-Sierra and Carlos A. {Coello Coello}}, title = {Multi-{O}bjective {P}article {S}warm {O}ptimizers: {A} {S}urvey of the {S}tate-of-the-{A}rt}, journal = {International Journal of Computational Intelligence Research}, volume = {2}, number = {3}, pages = {287--308}, year = {2006} } @inproceedings{Reyes06a, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {On-line {A}daptation in {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2006 Swarm Intelligence Symposium (SIS'06)}, pages = {61--68}, publisher = {IEEE Press}, address = {Indianapolis, Indiana, USA}, month = {May}, year = {2006} } @inproceedings{Reyes06b, author = {Margarita Reyes-Sierra and Carlos A. {Coello Coello}}, title = {Dynamic {F}itness {I}nheritance {P}roportion {F}or {M}ulti-{O}bjective {P}article {S}warm {O}ptimization}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {89--90}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @phdthesis{Reyes06c, author = {Mar\'{\i}a Margarita {Reyes Sierra}}, title = {Use of Coevolution and Fitness Inheritance for Multiobjective Particle Swarm Optimization}, school = {Computer Science Section, Department of Electrical Engineering, CINVESTAV-IPN}, address = {Mexico}, month = {August}, year = {2006} } @incollection{Reyes07, author = {Margarita {Reyes Sierra} and Carlos A. {Coello Coello}}, title = {A {S}tudy of {T}echniques to {I}mprove the {E}fficiency of a {M}ulti-{O}bjective {P}article {S}warm {O}ptimizer}, booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}, editor = {Shengxiang Yang and Yew Soon Ong and Yaochu Jin}, pages = {269--296}, publisher = {Springer}, year = {2007}, note = {ISBN 978-3-540-49772-1} } @phdthesis{Reynolds97, author = {J.H. Reynolds}, title = {Multi-{C}riteria {A}ssessment of {E}cological {P}rocess {M}odels using {P}areto {O}ptimization}, school = {University of Washington}, address = {Seattle, Washington, USA}, year = {1997} } @article{Reynolds99, author = {J. H. Reynolds and E. D. Ford}, journal = {Ecology}, key = {Reynolds \& Ford, 1999}, month = {may}, number = {5}, pages = {538--553}, title = {Multi-criteria assessment of ecological process models}, volume = {80}, year = {1999} } @inproceedings{Reynolds06, author = {Alan Reynolds and Beatriz {de la Iglesia}}, title = {Rule {I}nduction {U}sing {M}ulti-{O}bjective {M}etaheuristics: {E}ncouraging {R}ule {D}iversity}, booktitle = {2006 International Joint Conference on Neural Networks (IJCNN'2006)}, pages = {6375--6382}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Reynolds07, author = {A.P. Reynolds and B. {de la Iglesia}}, title = {Rule {I}nduction for {C}lassification {U}sing {M}ulti-objective {G}enetic {P}rogramming}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {516--530}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4403}, address = {Matshushima, Japan}, month = {March}, year = {2007} } @inproceedings{Reynolds07a, author = {Alan P. Reynolds and Beatriz de la Iglesia}, title = {Managing {P}opulation {D}iversity {T}hrough the {U}se of {W}eighted {O}bjectives and {M}odified {D}ominance: {A}n {E}xample from {D}ata {M}ining}, booktitle = {Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making (MCDM'2007)}, pages = {99--106}, publisher = {IEEE Press}, address = {Honolulu, Hawaii, USA}, month = {April}, year = {2007} } @article{Ribeiro08, author = {Celso C. Ribeiro and Daniel Aloise and Thiago F. Noronha and Caroline Rocha and Sebasti\'{a}n Urrutia}, title = {A hybrid heuristic for a multi-objective real-life car sequencing problem with painting and assembly line constraints}, journal = {European Journal of Operational Research}, volume = {191}, number = {3}, pages = {981--992}, month = {December}, year = {2008} } @inproceedings{Richter02, author = {Hendrik Richter}, title = {An {E}volutionary {A}lgorithm for {C}ontrolling {C}haos: {T}he {U}se of {M}ulti-objective {F}itness {F}unctions}, booktitle = {Parallel Problem Solving from Nature---PPSN VII}, editor = {Juan Juli\'{a}n {Merelo Guerv\'{o}s} and Panagiotis Adamidis and Hans-Georg Beyer and Jos\'{e}-Luis Fern\'{a}ndez-Villaca\~{n}as and Hans-Paul Schwefel}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 2439}, month = {September}, pages = {308--317}, address = {Granada, Spain}, year = {2002} } @mastersthesis{Rickard01, author = {Heather Erin Rickard}, title = {Feature {S}election for {S}elf-{O}rganizing {F}eature {M}ap {N}eural {N}etworks {W}ith {A}pplications in {M}edical {I}mage {S}egmentation}, school = {Department of Electrical Engineering, University of Louisville}, month = {December}, year = {2001} } @inproceedings{Ridder05, author = {Jeffrey P. Ridder and Jason C. HandUber}, title = {Mission {P}lanning for {J}oint {S}upression of {E}nemy {A}ir {D}efenses {U}sing a {G}enetic {A}lgorithm}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {1929--1936}, publisher = {ACM Press}, volume = {2}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Rieffel04, author = {John Rieffel and Jordan Pollack}, title = {The {E}mergence of {O}ntogenic {S}caffolding in a {S}tochastic {D}evelopment {E}nvironment}, booktitle = {Genetic and Evolutionary Computation--GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I}, editor = {Kalyanmoy Deb et al.}, pages = {804--815}, publisher = {Springer-Verlag, Lecture Notes in Computer Science Vol. 3102}, address = {Seattle, Washington, USA}, month = {June}, year = {2004} } @inproceedings{Rieffel05, author = {John Rieffel and Jordan Pollack}, title = {Evolving {A}ssembly {P}lans for {F}ully {A}utomated {D}esign and {A}ssembly}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {165--170}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @inproceedings{Rieffel05a, author = {John Rieffel and Jordan Pollack}, title = {Automated {A}ssembly as {S}ituated {D}evelopment: {U}sing {A}rtificial {O}ntogenies to {E}volve {B}uildable 3-{D} {O}bjects}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {99--106}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Rieffel05b, author = {John Rieffel and Jordan Pollack}, title = {Crossing the {F}abrication {G}ap: {E}volving {A}ssembly {P}lans to {B}uild 3-{D} {O}bjects}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {529--536}, volume = {1}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @phdthesis{Rieffel06, author = {John Rieffel}, title = {{Evolutionary Fabrication: The Co-Evolution of Form and Formation}}, school = {The Faculty of the Graduate School of Arts and Sciences, Michtom School of Computer Science, Brandeis University}, address = {Waltham, Massachusetts, USA}, month = {May}, year = {2006} } @mastersthesis{Rifai05, author = {Hicham Rifai}, title = {Turbojet Engine Performance Modelling using Multi-Objective Optimization Algorithms}, school = {Department of Mathematics, Chalmers University of Technology and G\"{o}teborg University}, address = {G\"{o}tenborg, Sweden}, month = {August}, year = {2005} } @article{Ripon07, author = {Kazi Shah Nawaz Ripon and Sam Kwong and K. F. Man}, title = {A real-coding jumping gene genetic algorithm ({RJGGA}) for multiobjective optimization}, journal = {Information Sciences}, volume = {177}, number = {2}, pages = {632--654}, month = {January 15}, year = {2007} } @incollection{Ripon07a, author = {Kazi Shah Nawaz Ripon and Chi-Ho Tsang and Sam Kwong}, title = {An {E}volutionary {A}pproach for {S}olving the {M}ulti-{O}bjective {J}ob-{S}hop {S}cheduling {P}roblem}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {165--195}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @article{Risco08, author = {Jose L. Risco-Martin and David Atienza and J. Ignacio Hidalgo and Juan Lanchares}, title = {A parallel evolutionary algorithm to optimize dynamic data types in embedded systems}, journal = {Soft Computing}, volume = {12}, number = {12}, pages = {1157--1167}, month = {October}, year = {2008} } @article{Ritzel94, author = {Brian J. Ritzel and J. Wayland Eheart and S. Ranjithan}, journal = {Water Resources Research}, key = {Ritzel et al., 1994}, month = {may}, number = {5}, pages = {1589--1603}, title = {Using genetic algorithms to solve a multiple objective groundwater pollution containment problem}, volume = {30}, year = {1994} } @inproceedings{Rivas05, author = {Francisco Rivas-D\'{a}valos and Malcolm R. Irving}, title = {An {A}pproach {B}ased on the {S}trength {P}areto {E}volutionary {A}lgorithm 2 for {P}ower {D}istribution {S}ystem {P}lanning}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {707--720}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @article{Rivera07, author = {A.J. Rivera and I. Rojas and J. Ortega and M.J. del Jesus}, title = {A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks}, journal = {Soft Computing}, volume = {11}, number = {7}, pages = {655--668}, month = {May}, year = {2007} } @phdthesis{Roberts03, author = {Steven Andrew Roberts}, title = {Configuration {O}ptimization in {S}ocio-{E}cological {S}ystems}, school = {University of Waterloo}, address = {Waterloo, Canada}, year = {2003} } @inproceedings{Robic05, author = {Tea Robi\v{c} and Bogdan Filipi\v{c}}, title = {{DEMO}: {D}ifferential {E}volution for {M}ultiobjective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005}, editor = {Carlos A. {Coello Coello} and Arturo {Hern\'{a}ndez Aguirre} and Eckart Zitzler}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3410}, pages = {520--533}, address = {Guanajuato, M\'{e}xico}, month = {March}, year = {2005} } @incollection{Rocco07, author = {Claudio M. {Rocco S}. and Daniel E. {Salazar A.}}, title = {A {H}ybrid {A}pproach {B}ased on {E}volutionary {S}trategies and {I}nterval {A}rithmetic to {P}erform {R}obust {D}esigns}, booktitle = {Evolutionary Computation in Dynamic and Uncertain Environments}, editor = {Shengxiang Yang and Yew Soon Ong and Yaochu Jin}, pages = {543--564}, publisher = {Springer}, year = {2007}, note = {ISBN 978-3-540-49772-1} } @inproceedings{Rocha06, author = {Daniel A.M. Rocha and Elizabeth F. Gouv\^{e}a Goldbarg and Marco C\'{e}sar Goldbarg}, title = {A {M}emetic {A}lgorithm for the {B}iobjective {M}inimum {S}panning {T}ree {P}roblem}, booktitle = {Evolutionary Computation in Combinatorial Optimization, 6th European Conference, EvoCOP 2006}, editor = {Jens Gottlieb and G\"{u}nther R. Raidl}, pages = {222--233}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3906}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @inproceedings{Rocha06a, author = {Miguel Rocha and Pedro Sousa and Miguel Rio and Paulo Cortez}, title = {{Q}o{S} {C}onstrained {I}nternet {R}outing with {E}volutionary {A}lgorithms}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {9270--9277}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @inproceedings{Rocha07, author = {Miguel Rocha and Pedro Sousa and Paulo Cortez and Miguel Rio}, title = {Evolutionary {C}omputation for {Q}uality of {S}ervice {I}nternet {R}outing {O}ptimization}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2007: EvoCOMNET, EvoFIN, EvoIASP, EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTRANSLOG}, editor = {Mario Giacobini et al.}, pages = {71--80}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4448}, address = {Valencia, Spain}, month = {April}, year = {2007} } @inproceedings{Rocha07a, author = {Daniel A. M. Rocha and Elizabeth F. G. Goldbarg and Marco C. Goldbarg}, title = {{A New Evolutionary Algorithm for the Bi-objective Minimum Spanning Tree}}, booktitle = {Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications (ISDA'07)}, pages = {735--740}, publisher = {IEEE Computer Society}, volume = {1}, address = {Rio de Janeiro, Brazil}, year = {2007} } @incollection{Rochet06, author = {Samuel Rochet and Claude Baron}, title = {An {E}volutionary {A}lgorithm for {D}ecisional {A}ssistance to {P}roject {M}anagement}, booktitle = {Handbook of Research on Nature Inspired Computing for Economy and Management}, editor = {Jean-Philippe Rennard}, pages = {444--464}, volume = {2}, publisher = {Idea Group Reference}, address = {Hershey, UK}, year = {2006}, note = {ISBN 1-59140-984-5} } @inproceedings{Rodrigues01, author = {Mayron {Rodrigues de Almeida} and Marco Aur\'{e}lio {Cavalcanti Pachecho} and S\'{\i}lvio Hamacher and Marley B.R. Vellasco}, title = {The {E}nergy {M}inimization {M}ethod: {A} {M}ultiobjective {F}itness {E}valuation {T}echnique and {I}ts {A}pplication to the {P}roduction {S}cheduling in a {P}etroleum {R}efinery}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {1}, pages = {560--567}, year = {2001} } @inproceedings{Rodriguez97, author = {Katya Rodr\'{\i}guez-V\'{a}zquez and Carlos M. Fonseca and Peter J. Fleming}, address = {Stanford University, California}, booktitle = {Late Breaking Papers at the Genetic Programming 1997 Conference}, editor = {John R. Koza}, key = {Rod\'{\i}guez et al., 1997}, month = {July}, pages = {207--212}, publisher = {Stanford Bookstore}, title = {Multiobjective {G}enetic {P}rogramming : {A} {N}onlinear {S}ystem {I}dentification {A}pplication}, year = {1997} } @inproceedings{Rodriguez97a, author = {Katya Rodr\'{\i}guez-V\'{a}zquez and Peter J. Fleming}, booktitle = {Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA'97)}, key = {Rod\'{\i}guez et al., 1997a}, pages = {409--414}, title = {A {G}enetic {P}rogramming/{NARMAX} {A}pproach to {N}on-{L}inear {S}ystem {I}dentification}, year = {1997} } @inproceedings{Rodriguez99, AUTHOR = {Katya Rodr\'{\i}guez-V\'{a}zquez and Peter J. Fleming}, ADDRESS = {Washington, D.C.}, BOOKTITLE = {1999 Congress on Evolutionary Computation}, KEY = {Rodr\'{\i}guez et al., 1999}, PAGES = {22--28}, MONTH = {July}, TITLE = {Genetic {P}rogramming for {D}ynamic {C}haotic {S}ystems {M}odelling}, PUBLISHER = {IEEE Service Center}, YEAR = {1999} } @article{Rodriguez98, AUTHOR = {Katya Rodr\'{\i}guez-V\'{a}zquez and Peter J. Fleming}, JOURNAL = {Electronics Letters}, TITLE = {Multiobjective {G}enetic {P}rogramming for {N}on-{L}inear {S}ystem {I}dentification}, VOLUME = {34}, NUMBER = {9}, PAGES = {930--931}, YEAR = {1998} } @inproceedings{Rodriguez98a, AUTHOR = {Katya Rodr\'{\i}guez-V\'{a}zquez and Peter J. Fleming}, BOOKTITLE = {UKACC International Conference on Control'98}, KEY = {Rodr\'{\i}guez \& Fleming, 1998a}, PAGES = {1385--1390}, TITLE = {Multiobjective {G}enetic {P}rogramming for a {G}as {T}urbine {E}ngine {M}odel {I}dentification}, volume = {2}, YEAR = {1998} } @inproceedings{Rodriguez98b, AUTHOR = {Katya Rodr\'{\i}guez-V\'{a}zquez and Peter J. 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Khor}, ADDRESS = {Piscataway, New Jersey}, BOOKTITLE = {2000 Congress on Evolutionary Computation (CEC'2000)}, KEY = {Tan et al., 2000}, MONTH = {July}, TITLE = {{MOEA} {T}oolbox for {C}omputer-{A}ided {M}ulti-{O}bjective {O}ptimization}, PAGES = {38--45}, VOLUME = {1}, PUBLISHER = {IEEE Service Center}, YEAR = {2000} } @inproceedings{Tan00a, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor and R. Sathikannan}, ADDRESS = {Chennai, India}, BOOKTITLE = {Proceedings of the International Conference on Evolutionary Computation for Computer, Communication, Control and Power}, KEY = {Tan et al., 2000a}, TITLE = {Incremented multi-objective evolutionary design automation of robust tracking thumbprint performances in {QFT}}, PAGES = {137--142}, YEAR = {2000} } @inproceedings{Tan00b, AUTHOR = {K. C. Tan and T. H. Lee and E. F. Khor and K. Ou}, ADDRESS = {Innsbruck, Austria}, BOOKTITLE = {Proceedings of the 19th IASTED International Conference on Modeling, Identification and Control}, KEY = {Tan et al., 2000b}, TITLE = {Control system design unification and automation using an incremented multi-objective evolutionary algorithm}, YEAR = {2000} } @inproceedings{Tan00c, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Automatic {D}esign of {M}ultivariable {QFT} {C}ontrol {S}ystem via {E}volutionary {C}omputation}, booktitle = {Proceedings of Real World Applications of Evolutionary Computing. EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight}, editor = {Stefano Cagnoni et al.}, pages = {178--194}, publisher = {Springer. Lecture Notes in Computer Science Vol. 1803}, address = {Edinburgh, Scotland}, month = {April}, year = {2000} } @incollection{Tan01, author = {K.C. Tan and T.H. Lee and E.F. Khor}, key = {Tan et al., 2001}, booktitle = {First International Conference on Evolutionary Multi-Criterion Optimization}, title = {Incrementing {M}ulti-{O}bjective {E}volutionary {A}lgorithms: {P}erformance {S}tudies and {C}omparisons}, editor = {Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele and Carlos A. Coello Coello and David Corne}, publisher = {Springer-Verlag. Lecture Notes in Computer Science No. 1993}, pages = {111--125}, year = {2001} } @inproceedings{Tan01a, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms for {M}ulti-{O}bjective {O}ptimization: {P}erformance {A}ssessments and {C}omparisons}, booktitle = {Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)}, publisher = {IEEE Service Center}, address = {Piscataway, New Jersey}, month = {May}, volume = {2}, pages = {979--986}, year = {2001} } @inproceedings{Tan01b, author = {K.C. Tan and E.F. Khor and C. M. Heng and T.H. Lee}, title = {Exploratory {M}ulti-{O}bjective {E}volutionary {A}lgorithm: {P}erformance {S}tudy and {C}omparisons}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {647--654}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @article{Tan01c, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms with {D}ynamic {P}opulation {S}ize and {L}ocal {E}xploration for {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {5}, number = {6}, pages = {565--588}, month = {December}, year = {2001} } @article{Tan01d, author = {K.C. Tan and Tong H. Lee and D. Khoo and E.F. Khor}, title = {A {M}ultiobjective {E}volutionary {A}lgorithm {T}oolbox for {C}omputer-{A}ided {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Systems, Man, and Cybernetics---Part B: Cybernetics}, volume = {31}, number = {4}, pages = {537--556}, month = {August}, year = {2001} } @article{Tan01e, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Automatic design of multi-variable quantitative feedback theory control systems via evolutionary computation}, journal = {Proceedings of the Institution of Mechanical Engineers Part I---Journal of Systems and Control Engineering}, volume = {215}, number = {I3}, pages = {245--259}, year = {2001} } @inproceedings{Tan02, author = {K.C. Tan and K. Sengupta and T.H. Lee and R. Sthikannan}, title = {Autonomous {R}egistration of {D}isparate {S}patial {D}ata via an {E}volutionary {A}lgorithm {T}oolbox}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {31--36}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @article{Tan02a, author = {K.C. Tan and T.H. Lee and E.F. Khor}, title = {Evolutionary {A}lgorithms for {M}ulti-{O}bjective {O}ptimization: {P}erformance {A}ssessments and {C}omparisons}, journal = {Artificial Intelligence Review}, volume = {17}, number = {4}, pages = {253--290}, month = {June}, year = {2002} } @article{Tan03, author = {K.C. Tan and E.F. Khor and T.H. Lee and Y.J. Yang}, title = {A tabu-based exploratory evolutionary algorithm for multiobjective optimization}, journal = {Artificial Intelligence Review}, volume = {19}, number = {3}, pages = {231--260}, month = {May}, year = {2003} } @article{Tan03a, author = {Kay Chen Tan and Eik Fun Khor and Tong Heng Lee and Ramasubramanian Sathikannan}, title = {An {E}volutionary {A}lgorithm with {A}dvanced {G}oal and {P}riority {S}pecification for {M}ulti-objective {O}ptimization}, journal = {Journal of Artificial Intelligence Research}, volume = {18}, pages = {183--215}, year = {2003} } @inproceedings{Tan03b, author = {K.C. Tan and T.H. Lee and Y.H. Chew and L.H. Lee}, title = {A {H}ybrid {M}ultiobjective {E}volutionary {A}lgorithm {F}or {S}olving {T}ruck and {T}railer {V}ehicle {R}outing {P}roblems}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2134--2141}, volume = {3}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Tan03c, author = {K.C. Tan and Y.J. Yang and T.H. Lee}, title = {A {D}istributed {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2513--2520}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Tan03d, author = {K.C. Tan and Y.J. Yang and C.K. Goh and T.H. Lee}, title = {Enhanced {D}istribution and {E}xploration for {M}ultiobjective {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2521--2528}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @InProceedings{Tan03e, author = {K.C. Tan and Y.H. Chew and T.H. Lee and Y.J. Yang}, title = {A {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, booktitle = {Proceedings of the 2003 IEEE International Conference on Systems, Man and Cybernetics}, pages = {390--395}, year = 2003, volume = {1}, publisher = {IEEE Press} } @incollection{Tan04, author = {K.C. Tan and Y. Li}, title = {Automating {C}ontrol {S}ystem {D}esign via a {M}ultiobjective {E}volutionary {A}lgorithm}, booktitle = {Applications of Multi-Objective Evolutionary Algorithms}, editor = {Carlos A. {Coello Coello} and Gary B. Lamont}, pages = {155--175}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @book{Tan05, author = {K.C. Tan and E.F. Khor and T.H. Lee}, title = {Multiobjective {E}volutionary {A}lgorithms and {A}pplications}, publisher = {Springer-Verlag}, address = {London}, year = {2005}, note = {ISBN 1-85233-836-9} } @inproceedings{Tan05a, author = {Guang-Xing Tan and Zong-Yuan Mao}, title = {{Study on Pareto front of multi-objective optimization using immune algorithm}}, booktitle = {Proceedings of 2005 International Conference on Machine Learning and Cybernetics, 2005}, pages = {2923-2928}, editor = {Daniel S. Yeung and Zhi-Qiang Liu and Xizhao Wang and Hong Yan}, publisher = {Springer. Lecture Notes in Computer Science, Vol. 3930}, address = {Guangzhou, China}, month = {August}, year = {2005} } @article{Tan06, author = {K.C. Tan and Y.H. Chew and L.H. Lee}, title = {A hybrid multi-objective evolutionary algorithm for solving truck and trailer vehicle routing problems}, journal = {European Journal of Operational Research}, volume = {172}, number = {3}, pages = {855--885}, month = {August}, year = {2006} } @article{Tan06a, author = {K.C. Tan and C.K. Goh and Y.J. Yang and T.H. Lee}, title = {Evolving better population distribution and exploration in evolutionary multi-objective optimization}, journal = {European Journal of Operational Research}, volume = {171}, number = {2}, pages = {463--495}, month = {June}, year = {2006} } @article{Tan06b, author = {K.C. Tan and Y.H. Chew and L.H. Lee}, title = {A hybrid multiobjective evolutionary algorithm for solving vehicle routing problem with time windows}, journal = {Computational Optimization and Applications}, volume = {34}, number = {1}, pages = {115--151}, month = {May}, year = {2006} } @article{Tan06c, author = {K.C. Tan and Y.J. Yang and C.K. Goh}, title = {A {D}istributed {C}ooperative {C}oevolutionary {A}lgorithm for {M}ultiobjective {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {10}, number = {5}, pages = {527--549}, month = {October}, year = {2006} } @article{Tan07, author = {K.C. Tan and R. Sathikannan and W.W. Tan and A.P. Loh}, title = {Evolutionary design and implementation of a hard disk drive servo control system}, journal = {Soft Computing}, volume = {11}, number = {2}, pages = {131--139}, month = {January}, year = {2007} } @inproceedings{Tan07a, author = {C. H. Tan and C. K. Goh and K. C. Tan and A. Tay}, title = {{A Cooperative Coevolutionary Algorithm for Multiobjective Particle Swarm Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3180--3186}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Tan08, author = {K.C. Tan and C.K. Goh and A.A. Mamun and E.Z. Ei}, title = {An evolutionary artificial immune system for multi-objective optimization}, journal = {European Journal of Operational Research}, volume = {187}, number = {2}, pages = {371--392}, month = {June 1}, year = {2008} } @incollection{Tan08a, author = {Tse Guan Tan and Jason Teo}, title = {{Evolving Opposition-Based Pareto Solutions: Multiobjective Optimization Using Competitive Coevolution}}, booktitle = {Oppositional Concepts in Computational Intelligence}, editor = {H. R. Tizhoosh and M. Ventresca}, pages = {161--206}, address = {}, publisher = {Springer. Studies in Computational Intelligence Vol. 155}, month = {}, year = {2008} } @article{Tan09, author = {K. C. Tan and S. C. Chiam and A. A. Mamun and C. K. Goh}, title = {{Balancing Exploration and Exploitation with Adaptive Variation for Evolutionary Multi-Objective Opimization}}, journal = {European Journal of Operational Research}, volume = {197}, number = {2}, pages = {701--713}, month = {September}, year = {2009} } @inproceedings{Tanaka92, author = {Masahiro Tanaka and Tetsuzo Tanino}, title = {Global optimization by the genetic algorithm in a multiobjective decision support system}, booktitle = {Proceedings of the 10th International Conference on Multiple Criteria Decision Making}, volume = {2}, pages = {261--270}, year = {1992} } @inproceedings{Tanaka95, author = {Masahiro Tanaka and Hikaru Watanabe and Yasuyuki Furukawa and Tetsuzo Tanino}, title = {{GA}-{B}ased {D}ecision {S}upport {S}ystem for {M}ulticriteria {O}ptimization}, volume = {2}, pages = {1556--1561}, booktitle = {Proceedings of the International Conference on Systems, Man, and Cybernetics}, year = {1995}, publisher = {IEEE}, address = {Piscataway, NJ} } @inproceedings{Tang97, author = {K. 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Chen}, title = {Solar {P}lant {C}ontrol using {G}enetic {F}uzzy {PID} {C}ontroller}, booktitle = {26th Annual Conference of the IEEE Indutrial Electronics Society}, publishers = {IEEE}, volume = {3}, pages = {1686--1691}, year = {2000} } @article{Tang01, author = {Kit-Sang Tang and Kim-Fung Man and S. Kwong}, title = {Wireless {C}ommunication {N}etwork {D}esign in {IC} {F}actory}, journal = {IEEE Transactions on Industrial Electronics}, volume = {48}, number = {2}, pages = {452--459}, month = {April}, year = {2001} } @article{Tang01a, author = {K.S. Tang and Kim-Fung Man and Guanrong Chen and Sam Kwong}, title = {An {O}ptimal {F}uzzy {PID} {C}ontroller}, journal = {IEEE Transactions on Industrial Electronics}, volume = {48}, number = {4}, pages = {757--765}, month = {August}, year = {2001} } @article{Tang01b, author = {Kit-Sang Tang and King-Tim Ko and Erick W.M. 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Abbass}, pages = {312--318}, publisher = {MIT Press}, address = {Cambridge, Massachusetts}, year = {2002} } @inproceedings{Teo02a, author = {Jason Teo and Hussein A. Abbass}, title = {Trading-off {M}ind {C}omplexity and {L}ocomotion in a {P}hysically {S}imulated {Q}uadruped}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {2}, pages = {776--780}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @inproceedings{Teo02b, author = {J. Teo and H.A. Abbass}, title = {Coordination and synchronization of locomotion in a virtual robot}, booktitle = {Proceedings of the 9th International Conference on Neural Information Processing (ICONIP'02)}, editor = {L. Wang and J. Rajapakse and K. Fukushima and S. Lee and X. 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Abbass}, title = {Elucidating the {B}enefits of {A} {S}elf-{A}daptive {P}areto {EMO} {A}pproach for {E}volving {L}egged {L}ocomotion in {A}rtificial {C}reatures}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {755--762}, volume = {2}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @phdthesis{Teo03c, author = {Jason T.W. Teo}, title = {Pareto {M}ulti-{O}bjective {E}volution of {L}egged {E}mbodied {O}rganisms}, school = {School of Computer Science, University of New South Wales}, address = {Australia}, year = {2003} } @article{Teo04, author = {Jason Teo and Hussein A. Abbass}, title = {Automatic {G}eneration of {C}ontrollers for {E}mbodied {L}egged {O}rganisms: {A} {P}areto {E}volutionary {M}ulti-{O}bjective {A}pproach}, journal = {Evolutionary Computation}, volume = {12}, number = {3}, pages = {355--394}, month = {Fall}, year = {2004} } @incollection{Teo04a, author = {Jason Teo and Hussein A. Abbass}, title = {Evolutionary {M}ulti-{O}bjective {R}obotics: {E}volving a {P}hysically {S}imulated {Q}uadruped {U}sing the {PDE} {A}lgorithm}, booktitle = {Recent Advances in Simulated Evolution and Learning}, editor = {Kay Chen Tan and Meng Hiot Lim and Xin Yao and Lipo Wang}, pages = {466--485}, publisher = {World Scientific}, address = {Singapore}, year = {2004} } @article{Teo05, author = {Jason Teo and Hussein A. Abbass}, title = {Multiobjectivity and {C}omplexity in {E}mbodied {C}ognition}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {9}, number = {4}, pages = {337--360}, month = {August}, year = {2005} } @incollection{Teo08, author = {Jason Teo and Lynnie D. Neri and Minh H. Nguyen and Hussein A. Abbass}, title = {{Walking with EMO: Multi-Objective Robotics for Evolving Two, Four, and Six--Legged Locomotion}}, booktitle = {Multi-Objective Optimization in Computational Intelligence: Theory and Practice}, editor = {Lam Thu Bui and Sameer Alam}, pages = {300--332}, publisher = {Information Science Reference}, address = {Hershey, PA, USA}, year = {2008}, note = {ISBN 978-1-59904-498-9} } @inproceedings{Teoh05, author = {Eu J. Teoh and Swee C. Chiam and Chi K. Goh and Kay C. Tan}, title = {Adapting {E}volutionary {D}ynamics of {V}ariation for {M}ultiobjective {O}ptomization}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {1290--1297}, volume = {2}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @inproceedings{Thierens01, author = {Dirk Thierens and Peter A.N. Bosman}, title = {Multi-{O}bjective {O}ptimization with {I}terated {D}ensity {E}stimation {E}volutionary {A}lgorithms using {M}ixture {M}odels}, booktitle = {Proceedings of the Third International Symposium on Adaptive Systems---Evolutionary Computation and Probabilistic Graphical Models}, publisher = {Institute of Cybernetics, Mathematics and Physics}, month = {March 19--23}, pages = {129--136}, address = {Havana, Cuba}, year = {2001} } @inproceedings{Thierens01a, author = {Dirk Thierens and Peter A.N. Bosman}, title = {Multi-{O}bjective {M}ixture-based {I}terated {D}ensity {E}stimation {E}volutionary {A}lgorithms}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {663--670}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Thierens03, author = {Dirk Thierens}, title = {Convergence {T}ime {A}nalysis for the {M}ulti-objective {C}ounting {O}nes {P}roblem}, booktitle = {Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003}, editor = {Carlos M. Fonseca and Peter J. Fleming and Eckart Zitzler and Kalyanmoy Deb and Lothar Thiele}, publisher = {Springer. Lecture Notes in Computer Science. 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Legge}, title = {Distributed aero-engine control systems architecture selection using multi-objective optimisation}, journal = {Control Engineering Practice}, volume = {7}, number = {5}, pages = {655--664}, year = {1999} } @inproceedings{Thomson02, author = {Robert Thomson and Tughrul Arslan}, title = {An {E}volutionary {A}lgorithm for the {M}ulti-{O}bjective {O}ptimisation of {VLSI} {P}rimitive {O}perator {F}ilters}, booktitle = {Congress on Evolutionary Computation (CEC'2002)}, volume = {1}, address = {Piscataway, New Jersey}, pages = {37--42}, publisher = {IEEE Service Center}, month = {May}, year = {2002} } @inproceedings{Thomson03, author = {Robert Thomson and Tughrul Arslan}, title = {The {E}volutionary {D}esign and {S}ynthesis of {N}on-{L}inear {D}igital {VLSI} {S}ystems}, booktitle = {Proceedings of the 2003 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and Ricardo Zebulum and James Steincamp and Didier Keymeulen and Adrian Stoica and Michael I. Ferguson}, pages = {125--134}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2003} } @inproceedings{Thomson03a, author = {Robert Thomson and Tughrul Arslan}, title = {On the {I}mpact of {M}odelling, {R}obustness, and {D}iversity to the {P}erformance of a {M}ulti-{O}bjective {E}volutionary {A}lgorithm for {D}igital {VLSI} {S}ystem {D}esign}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {382--389}, volume = {1}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @incollection{Tian07, author = {Zhigang Tian and Ming J. Zuo and Hong-Zhong Huang}, title = {Optimal {R}edundancy {A}llocation of {M}ulti-{S}tate {S}ystems with {G}enetic {A}lgorithms}, booktitle = {Computational Intelligence in Reliability Engineering. 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Falc\protect{\~{a}}o}, address = {Rio de Janeiro, Brazil}, booktitle = {Proceedings of the International Conference on Intelligent System Application to Power Systems (ISAP)}, key = {Tito et al., 1999}, month = {April}, title = {Integrated {T}uning of {G}enerator {E}xcitation {S}ystems by a {M}ultiobjective {G}enetic {A}lgorithm}, year = {1999} } @inproceedings{Tiwari99, author = {M.K. Tiwari and S.K. Tiwari and D. Roy and N.K. Vidyarthi and S. Kamushwaran}, title = {A {G}enetic {A}lgorithm {B}ased {A}pproach to {S}olve {P}rocess {P}lan {S}election {P}roblems}, booktitle = {Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials}, volume = {1}, pages = {281--284}, year = {1999} } @inproceedings{Tiwari01, author = {Ahsutosh Tiwari and Rajkumar Roy and Graham Jared and Olivier Munaux}, title = {Challenges in {R}eal-{L}ife {E}ngineering {D}esign {O}ptimization: {A}n {A}nalysis}, booktitle = {2001 Genetic and Evolutionary Computation Conference. Workshop Program}, address = {San Francisco, California}, pages = {289--294}, month = {July}, year = {2001} } @inproceedings{Tiwari01a, author = {Ashutosh Tiwari and Rajkumar Roy and Graham Jared and Olivier Munaux}, title = {Interaction and {M}ulti-{O}bjective {O}ptimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)}, editor = {Lee Spector and Erik D. Goodman and Annie Wu and W.B. Langdon and Hans-Michael Voigt and Mitsuo Gen and Sandip Sen and Marco Dorigo and Shahram Pezeshk and Max H. Garzon and Edmund Burke}, pages = {671--678}, publisher = {Morgan Kaufmann Publishers}, address = {San Francisco, California}, year = {2001} } @inproceedings{Tiwari02, author = {Ashutosh Tiwari and Rajkumar Roy}, title = {Variable {R}esponse {I}nteraction and {M}ulti-objective {O}ptimisation}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)}, editor = {W.B. Langdon and E. Cant\'{u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M.A. Potter and A.C. Schultz and J.F. Miller and E. Burke and N. 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Chakraborti}, title = {Multi-objective optimization of a two-dimensional cutting problem using genetic algorithms}, journal = {Journal of Materials Processing Technology}, volume = {173}, pages = {384--393}, year = {2006} } @inproceedings{Tiwari06a, author = {Ashutosh Tiwari and Kostas Vergidis and Basim Majeed}, title = {Evolutionary {M}ulti-objective {O}ptimization of {B}usiness {P}rocesses}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {10448--10454}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @incollection{Tiwari07, author = {Ashutosh Tiwari and Kostas Vergidis and Rajkumar Roy}, title = {Evolutionary {O}ptimization of {B}usiness {P}rocess {D}esigns}, booktitle = {Evolutionary Scheduling}, editor = {Keshav P. Dahal and Kay Chen Tan and Peter I Cowling}, pages = {513--541}, publisher = {Springer}, series = {Studies in Computational Intelligence (SCI)}, address = {Berlin}, year = {2007}, note = {ISBN 3-540-48582-1} } @article{Tiwari08, author = {Ashutosh Tiwari and Victor Oduguwa and Rajkumar Roy}, title = {Rolling {S}ystem {D}esign using {E}volutionary {S}equential {P}rocess {O}ptimization}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {2}, pages = {196--202}, month = {April}, year = {2008} } @inproceedings{Tiwari08a, author = {Santosh Tiwari and Patrick Koch and Georges Fadel and Kalyanmoy Deb}, title = {{AMGA: An Archive-based Micro Genetic Algorithm for Multi-objective Optimization}}, booktitle = {2008 Genetic and Evolutionary Computation Conference (GECCO'2008)}, pages = {729--736}, publisher = {ACM Press}, address = {Atlanta, USA}, month = {July}, year = {2008}, note = {ISBN 978-1-60558-131-6} } @article{Tkindt02, author = {Vincent T'kindt and Nicolas Monmarch\'{e} and Fabrice Tercinet and Daniel La\"{u}gt}, title = {An {A}nt {C}olony {O}ptimization algorithm to solve a 2-machine bicriteria flowshop scheduling problem}, journal = {European Journal of Operational Research}, volume = {142}, number = {2}, pages = {250--257}, month = {October}, year = {2002} } @book{Tkindt02a, author = {Vincent T'kindt and Jean-Charles Billaut}, title = {Multicriteria {S}cheduling. {T}heory, {M}odels and {A}lgorithms}, publisher = {Springer}, address = {Berlin}, note = {ISBN 3-540-43617-0}, year = {2002} } @inproceedings{Todd97, author = {David S. 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Angeline and Kenneth E. Kinnear, Jr.}, pages = {241--256} } @article{Zhang00, author = {P. Zhang and A.H. Coonick}, title = {Coordinated {S}ynthesis of {PSS} {P}arameters in {M}ulti-{M}achine {P}ower {S}ystems {U}sing the {M}ethod of {I}nequalities {A}pplied to {G}enetic {A}lgorithms}, journal = {IEEE Transactions on Power Systems}, volume = {15}, number = {2}, pages = {811--816}, month = {May}, year = {2000} } @article{Zhang02, author = {Ziyang Zhang and Ajay K. Ray and K. Hidajat}, title = {Multiobjective optimization of simulated countercurrent moving bed chromatographic reactor ({SCMCR}) for {MTBE} synthesis}, journal = {Industrial and Engineering Chemistry Research}, volume = {41}, number = {13}, pages = {3213--3232}, month = {June}, year = {2002} } @article{Zhang02a, author = {Ziyang Zhang and K. Hidajat and Ajay K. Ray and M. Morbidelli}, title = {Multiobjective {O}ptimization of {SMB} and {V}aricol {P}rocess for {C}hiral {S}eparation}, journal = {AIChE Journal}, volume = {48}, number = {12}, pages = {2800--2816}, month = {December}, year = {2002} } @article{Zhang03, author = {Z. Zhang and M. Mazzotti and M. Morbidelli}, title = {Multiobjective optimization of simulated moving bed and {V}aricol processes using genetic algorithm}, journal = {Journal of Chromatography A}, volume = {989}, number = {1}, pages = {95--108}, month = {March 7}, year = {2003} } @inproceedings{Zhang03a, author = {L.B. Zhang and C.G. Zhou and X.H. Liu and Z.Q. Ma and Y.C. Liang}, title = {Solving {M}ulti {O}bjective {O}ptimization {P}roblems {U}sing {P}article {S}warm {O}ptimization}, booktitle = {Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003)}, pages = {2400--2405}, volume = {4}, publisher = {IEEE Press}, month = {December}, address = {Canberra, Australia}, year = {2003} } @inproceedings{Zhang04, author = {Jian Zhang and Xiaohui Yuan and Bill P. Buckles}, title = {Subspace {FDC} for {S}haring {D}istance {E}stimation}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {2}, pages = {1735--1742}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @article{Zhang04a, author = {Yan Zhang and Kus Hidajat and Ajay K. Ray}, title = {Optimal design and operation of {SMB} bioreactor: production of high fructose syrup by isomerization of glucose}, journal = {Biochemical Engineering Journal}, volume = {21}, number = {2}, pages = {111--121}, month = {October}, year = {2004} } @inproceedings{Zhang05, author = {Yang Zhang and Peter I. Rockett}, title = {Evolving {O}ptimal {F}eature {E}xtraction using {M}ulti-objective {G}enetic {P}rogramming: {A} {M}ethodology and {P}reliminary {S}tudy on {E}dge {D}etection}, booktitle = {2005 Genetic and Evolutionary Computation Conference (GECCO'2005)}, editor = {Hans-Georg Beyer et al.}, pages = {795--802}, publisher = {ACM Press}, volume = {1}, address = {New York, USA}, month = {June}, year = {2005} } @inproceedings{Zhang05a, author = {Xiaohua Zhang and Hongyun Meng and Licheng Jiao}, title = {Improving {PSO}-{B}ased {M}ultiobjective {O}ptimization {U}sing {C}ompetition and {I}mmunity {C}lonal}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, editor = {Yue Hao et al.}, pages = {839--845}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @inproceedings{Zhang06, author = {Xiangrong Zhang and Bin Lu and Shuiping Gou and Licheng Jiao}, title = {Immune {M}ultiobjective {O}ptimization {A}lgorithm {U}sing {U}nsupervised {F}eature {S}election}, booktitle = {Applications of Evolutionary Computing. EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC}, editor = {Franz Rothlauf et al.}, pages = {484--494}, publisher = {Springer, Lecture Notes in Computer Science Vol. 3907}, address = {Budapest, Hungary}, month = {April}, year = {2006} } @inproceedings{Zhang06a, author = {Ying Zhang and Raffi Kamalian and Alice M. Agogino and Carlo H. S\'{e}quin}, title = {Design {S}ynthesis of {M}icroelectromechanical {S}ystems {U}sing {G}enetic {A}lgorithms with {C}omponent-{B}ased {G}enotype {R}epresentation}, booktitle = {2006 Genetic and Evolutionary Computation Conference (GECCO'2006)}, editor = {Maarten Keijzer et al.}, pages = {731--738}, publisher = {ACM Press. ISBN 1-59593-186-4}, address = {Seattle, Washington, USA}, volume = {1}, month = {July}, year = {2006} } @phdthesis{Zhang06b, author = {Ying Zhang}, title = {{MEMS} {D}esign {S}ynthesis {B}ased on {H}ybrid {E}volutionary {C}omputation}, school = {Civil and Environmental Engineering, University of California, Berkeley, USA}, year = {2006} } @incollection{Zhang06c, author = {Yang Zheng and Peter I. Rockett}, title = {Feature {E}xtraction {U}sing {M}ulti-{O}bjective {G}enetic {P}rogramming}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {75--99}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Zhang06d, author = {Min Zhang and Huantong Geng and Wenjian Luo and Linfeng Huang and Xufa Wang}, title = {A hybrid of differential evolution and genetic algorithm for constrained multiobjective optimization problems}, booktitle = {Simulated Evolution and Learning, 6th International Conference, SEAL 2006}, editor = {Tzai-Der Wang and Xiaodong Li and Shu-Heng Chen and Xufa Wang and Hussein Abbass and Hitoshi Iba and Guoliang Cheng and Xin Yao}, pages = {318--327}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4247}, address = {Hefei, China}, month = {October}, year = {2006} } @article{Zhang07, author = {Zhuhong Zhang}, title = {Immune optimization algorithm for constrained nonlinear multiobjective optimization problems}, journal = {Applied Soft Computing}, volume = {7}, number = {3}, pages = {840--857}, month = {June}, year = {2007} } @inproceedings{Zhang07a, author = {Yuanyuan Zhang and Mark Harman and S. Afshin Mansouri}, title = {The {M}ulti-{O}bjective {N}ext {R}elease {P}roblem}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {1129--1136}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @article{Zhang07b, author = {Qingfu Zhang and Hui Li}, title = {{MOEA}/{D}: {A} {M}ultiobjective {E}volutionary {A}lgorithm {B}ased on {D}ecomposition}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {11}, number = {6}, pages = {712--731}, month = {December}, year = {2007} } @inproceedings{Zhang07c, author = {Qian Zhang and Mahdi Mahfouf}, title = {A {N}ew {R}educed {S}pace {S}earching {A}lgorithm ({RSSA}) and {I}ts {A}pplication in {O}ptimal {D}esign of {A}lloy {S}teels}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {1815--1822}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Zhang07d, author = {Jun Zhang and De-Shuang Huang and Kun-Hong Liu}, title = {{Multi-Sub-Swarm Particle Swarm Optimization Algorithm for Multimodal Function Optimization}}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {3215--3220}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @inproceedings{Zhang07e, author = {Yifeng Zhang and Kai-Yew Lum}, title = {Integrated-{O}ptimal {D}esign of {A}irplane and {F}light {C}ontrol {U}sing {G}enetic {A}lgorithms}, booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC'2007)}, pages = {2980--2987}, publisher = {IEEE Press}, address = {Singapore}, month = {September}, year = {2007} } @article{Zhang08, author = {Qingfu Zhang and Aimin Zhou and Yaochu Jin}, title = {{RM-MEDA}: {A} {R}egularity {M}odel-{B}ased {M}ultiobjective {E}stimation of {D}istribution {A}lgorithm}, journal = {IEEE Transactions on Evolutionary Computation}, volume = {12}, number = {1}, pages = {41--63}, month = {February}, year = {2008} } @article{Zhang08a, author = {Xingdong Zhang and Marc P. Armstrong}, title = {Genetic algorithms and the corridor location problem: multiple objectives and alternative solutions}, journal = {Environment and Planning B--Planning \& Design}, volume = {35}, number = {1}, pages = {148--168}, month = {January}, year = {2008} } @article{Zhang08b, author = {Zhuhong Zhang}, title = {Multiobjective optimization immune algorithm in dynamic environments and its application to greenhouse control}, journal = {Applied Soft Computing}, volume = {8}, number = {2}, pages = {959--971}, month = {March}, year = {2008} } @incollection{Zhang08c, author = {Yang Zhang and HongYu Li and Mahesan Niranjan and Peter Rockett}, title = {{Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering}}, booktitle = {Genetic Programming, 11th European Conference, EuroGP 2008}, editor = {Michael O'Neill and Leonardo Vanneschi and Steven Gustafson and Anna Isabel Esparcia Alc\'{a}zar and Ivanoe De Falco and Antonio Della Cioppa and Ernesto Tarantino}, pages = {325--336}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4971}, address = {Naples, Italy}, month = {March}, year = {2008} } @phdthesis{Zhang08d, author = {Jingqiao Zhang}, title = {Parameter Adaptive Differential Evolution for Multi-Modal Function Optimization}, school = {Rensselaer Polytechnic Institute}, address = {Troy, New York, USA}, month = {August}, year = {2008} } @inproceedings{Zhang08e, author = {Jingqiao Zhang and Arthur C. Sanderson}, title = {{Self-Adaptive Multi-Objective Differential Evolution with Direction Information Provided by Archived Inferior Solutions}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2806--2815}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @inproceedings{Zhang08f, author = {Min Zhang and Wenjian Luo and Xingxin Pei and Xufa Wang}, title = {{The Self-Adaption Strategy for Parameter $\varepsilon$ in $\varepsilon$-MOEA}}, booktitle = {2008 Congress on Evolutionary Computation (CEC'2008)}, pages = {2945--2952}, publisher = {IEEE Service Center}, address = {Hong Kong}, month = {June}, year = {2008} } @article{Zhang08g, author = {X. Zhang and R. Srinivasan and M. Van Liew}, title = {{Multi-site Calibration of the SWAT Model for Hydrologic Modeling}}, journal = {Transactions of the ASABE}, volume = {51}, number = {6}, pages = {2039--2049}, month = {November-December}, year = {2008}, } @article{Zhang09, author = {Yang Zhang and Peter I. Rockett}, title = {A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genetic Programming}, journal = {Evolutionary Computation}, volume = {17}, number = {1}, pages = {89--115}, month = {Spring}, year = {2009} } @inproceedings{Zhao01, author = {Yong Zhao and Carlos A. Brizuela and Nobuo Sannomiya}, title = {Application of the {P}artial {E}numeration {S}election {M}ethod in {G}enetic {A}lgorithms to {S}olving a {M}ulti-{O}bjective {F}lowshop {P}roblem}, booktitle = {2001 IEEE International Conference on Systems, Man, and Cybernetics}, volume = {4}, pages = {2365--2370}, year = {2001} } @inproceedings{Zhao05, author = {Shuguang Zhao and Licheng Jiao and Jianxun Zhao and Yuping Wang}, title = {Evolutionary {D}esign of {A}nalog {C}ircuits with a {U}niform-{D}esign {B}ased {M}ulti-{O}bjective {A}daptive {G}enetic {A}lgorithm}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {26--29}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @inproceedings{Zhao05a, author = {Shuguang Zhao and Jianxun Zhao and Licheng Jia}, title = {Adaptive {G}enetic {A}lgorithm {B}ased {A}pproach for {E}volutionary {D}esign and {M}ulti-objective {O}ptimization of {L}ogic {C}ircuits}, booktitle = {2005 NASA/DoD Conference on Evolvable Hardware}, editor = {Jason Lohn and David Gwaltney and Gregory Hornby and Ricardo Zebulum and Didier Keymeulen and Adrian Stoica}, pages = {67--72}, publisher = {IEEE Computer Society Press}, address = {Los Alamitos, California}, month = {July}, year = {2005} } @article{Zhao05b, author = {Bo Zhao and Yi-jia Cao}, title = {Multiple objective particle swarm optimization technique for economic load dispatch}, journal = {Journal of Zhejiang University SCIENCE}, volume = {6A}, number = {5}, pages = {420--427}, year = {2005} } @inproceedings{Zhao05c, author = {F.Q. Zhao and Q.Y. Zhang and D.M. Yu and X.H. Chen}, title = {A hybrid algorithm based on {PSO} and simulated annealing and its applications for partner selection in virtual enterprise}, booktitle = {Advances in Intelligent Computing, Pt 1, Proceedings}, pages = {380--389}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3644}, year = {2005} } @inproceedings{Zhao05d, author = {Shuguang Zhao and Licheng Jiao and Jun Zhao}, title = {Multi-objective {E}volutionary {D}esign and {K}nowledge {D}iscovery of {L}ogic {C}ircuits with an {I}mproved {G}enetic {A}lgorithm}, booktitle = {Computational Intelligence and Security. International Conference, CIS 2005}, pages = {273--278}, publisher = {Springer, Lecture Notes in Artificial Intelligence Vol. 3801}, address = {Xi'an, China}, month = {December}, year = {2005} } @article{Zhao06, author = {Shuguang Zhao and Licheng Jiao}, title = {Multi-objective evolutionary design and knowledge discovery of logic circuits on an adaptive genetic algorithm}, journal = {Genetic Programming and Evolvable Machines}, volume = {7}, number = {3}, pages = {195--210}, month = {October}, year = {2006} } @article{Zhao07, author = {Huimin Zhao}, title = {A multi-objective genetic programming approach to developing Pareto optimal decision trees}, journal = {Decision Support Systems}, volume = {43}, number = {3}, pages = {809--826}, month = {April}, year = {2007} } @article{Zheng04, author = {D.X.M. Zheng and S.T. Ng and M.M. Kumaraswamy}, title = {Applying a genetic algorithm-based multiobjective approach for time-cost optimization}, journal = {Journal of Construction Engineering and Management--ASCE}, volume = {130}, number = {2}, pages = {168--176}, month = {March-April}, year = {2004} } @inproceedings{Zheng04a, author = {Jinhua Zheng and Zhongzhi Shi and Charles X. Ling and Yong Xie}, title = {Some {D}iscussions about {MOGA}s: {I}ndividual {R}elations, {N}on-dominated {S}et, and {A}pplication on {A}utomatic {N}egotiation}, booktitle = {2004 Congress on Evolutionary Computation (CEC'2004)}, publisher = {IEEE Service Center}, volume = {1}, pages = {706--712}, address = {Portland, Oregon, USA}, month = {June}, year = {2004} } @article{Zheng08, author = {Shao Yong Zheng and Sai Ho Yeung and Wing Shing Chan and Kim Fung Man and Shu Hung Leung and Quan Xue}, title = {Dual-band rectangular patch hybrid coupler}, journal = {IEEE Transactions on Microwave Theory and Techniques}, volume = {56}, number = {7}, pages = {1721--1728}, month = {July}, year = {2008} } @article{Zheng09, author = {Xiangwei Zheng and Hong Liu}, title = {{A hybrid vertical mutation and self-adaption based MOPSO}}, journal = {Computers \& Mathematics with Applications}, volume = {57}, number = {11-12}, pages = {2030--2038}, month = {June}, year = {2009} } @inproceedings{Zhenyu02, author = {Yan Zenyhu and Kang Lishan and Bob McKay and Fu Penghui}, title = {{SEEA} {F}or {M}ultiobjective {O}ptimization: {R}einforcing {E}litist {MOEA} {T}hrough {M}ulti-{P}arent {C}rossover, {S}teady {E}limination and {S}warm {H}ill {C}limbing}, booktitle = {Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)}, editor = {Lipo Wang and Kay Chen Tan and Takeshi Furuhashi and Jong-Hwan Kim and Xin Yao}, volume = {1}, pages = {21--25}, publisher = {Nanyang Technical University}, address = {Orchid Country Club, Singapore}, month = {November}, year = {2002} } @inproceedings{Zhou97, author = {Gengui Zhou and Mitsuo Gen}, booktitle = {Proceedings of the 1997 IEEE International Conference on Evolutionary Computation}, key = {Zhou \& Gen, 1997}, pages = {419--424}, address = {Piscataway, New Jersey}, month = {April}, publisher = {IEEE Press}, title = {Evolutionary {C}omputation on {M}ulticriteria {P}roduction {P}rocess {P}lanning {P}roblem}, year = {1997} } @article{Zhou99, author = {Gengui Zhou and Mitsuo Gen}, journal = {European Journal of Operational Research}, key = {Zhou \& Gen, 1999}, month = {April}, volume = {114}, number = {1}, title = {Genetic {A}lgorithm {A}pproach on {M}ulti-{C}riteria {M}inimum {S}panning {T}ree {P}roblem}, year = {1999} } @article{Zhou00, author = {Fangbin Zhou and Santosh K. Gupta and Ajay K. Ray}, title = {Multiobjective {O}ptimization of the {C}ontinouos {C}asting {P}rocess for {P}oly (methyl methacrylate) {U}sing {A}dapted {G}enetic {A}lgorithm}, journal = {Journal of Applied Polymer Science}, volume = {78}, number = {7}, pages = {1439--1458}, month = {November}, year = {2000} } @phdthesis{Zhou02, author = {Ningning Zhou}, title = {Simulation and Synthesis of MicroElectroMechanical Systems}, school = {Department of Mechanical Engineering, The University of California at Berkeley}, address = {Berkeley, California}, month = {Spring}, year = {2002} } @inproceedings{Zhou05, author = {Y.R. Zhou and J. He}, title = {The convergence of a multi-objective evolutionary algorithm based on grids}, booktitle = {Advances in Natural Computation, Pt 2, Proceedings}, pages = {1015--1024}, publisher = {Springer. Lecture Notes in Computer Science Vol. 3611}, year = {2005} } @inproceedings{Zhou05a, author = {Aimin Zhou and Qingfu Zhang and Yaochu Jin and Edward Tsang and Tatsuya Okabe}, title = {A {M}odel-{B}ased {E}volutionary {A}lgorithm for {B}i-objective {O}ptimization}, booktitle = {2005 IEEE Congress on Evolutionary Computation (CEC'2005)}, pages = {2568--2575}, volume = {3}, publisher = {IEEE Service Center}, month = {September}, address = {Edinburgh, Scotland}, year= {2005} } @incollection{Zhou06, author = {Aimin Zhou and Qingfu Zhang and Yaochu Jin and Bernhard Sendhoff and Edward Tseng}, title = {Modelling the {P}opulation {D}istribution in {M}ulti-objective {O}ptimization by {G}enerative {T}opographic {M}apping}, booktitle = {Parallel Problem Solving from Nature - PPSN IX, 9th International Conference}, editor = {Thomas Philip Runarsson and Hans-Georg Beyer and Edmund Burke and Juan J. Merelo-Guerv\'{o}s and L. Darrell Whitley and Xin Yao}, pages = {443--452}, publisher = {Springer. Lecture Notes in Computer Science Vol. 4193}, address = {Reykjavik, Iceland}, month = {September}, year = {2006} } @incollection{Zhou06a, author = {Shang-Ming Zhou and John Q. Gan}, title = {Multiple {O}bjective {L}earning for {C}onstructing {I}nterpretable {T}akagi-{S}ugeno {F}uzzy {M}odel}, booktitle = {Multi-Objective Machine Learning}, editor = {Yaochu Jin}, pages = {385--403}, publisher = {Springer. Studies in Computational Intelligence, Volume 16}, address = {Berlin}, year = {2006} } @inproceedings{Zhou06b, author = {Aimin Zhou and Yaochu Jin and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Combining {M}odel-based and {G}enetic-based {O}ffspring {G}eneration for {M}ulti-objective {O}ptimization {U}sing a {C}onvergence {C}riterion}, booktitle = {2006 IEEE Congress on Evolutionary Computation (CEC'2006)}, pages = {3234--3241}, publisher = {IEEE}, address = {Vancouver, BC, Canada}, month = {July}, year = {2006} } @article{Zhou07, author = {Yuren Zhou and Jun He}, title = {Convergence analysis of a self-adaptive multi-objective evolutionary algorithm based on grids}, journal = {Information Processing Letters}, volume = {104}, number = {4}, pages = {117--122}, month = {November}, year = {2007} } @inproceedings{Zhou07a, author = {Aimin Zhou and Qingfu Zhang and Yaochu Jin and Bernhard Sendhoff and Edward Tsang}, title = {Global {M}ultiobjective {O}ptimization via {E}stimation of {D}istribution {A}lgorithm with {B}iased {I}nitialization and {C}rossover}, booktitle = {2007 Genetic and Evolutionary Computation Conference (GECCO'2007)}, editor = {Dirk Thierens}, pages = {617--622}, volume = {1}, publisher = {ACM Press}, address = {London, UK}, month = {July}, year = {2007} } @inproceedings{Zhou07b, author = {Aimin Zhou and Yaochu Jin and Qingfu Zhang and Bernhard Sendhoff and Edward Tsang}, title = {Prediction-{B}ased {P}opulation {R}e-initialization for {E}volutionary {D}ynamic {M}ulti-objective {O}ptimization}, booktitle = {Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007}, editor = {Shigeru Obayashi and Kalyanmoy Deb and Carlo Poloni and Tomoyuki Hiroyasu and Tadahiko Murata}, pages = {832--846}, publisher = {Springer. 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Workshop Program}, KEY = {Zitzler et al., 1999d}, PAGES = {121--122}, MONTH = {July}, TITLE = {Comparison of {M}ultiobjective {E}volutionary {A}lgorithms on {T}est {F}unctions of {D}ifferent {D}ifficulty}, EDITOR = {Annie S. Wu}, YEAR = {1999} } @article{Zitzler00a, author = {Eckart Zitzler and J{\"u}rgen Teich and Shuvra S. 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