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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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