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- Mario Villalobos-Arias, Carlos A. Coello Coello,
Onésimo Hernández-Lerma, Asymptotic Convergence
of a Simulated Annealing Algorithm for Multiobjective
Optimization Problems, Mathematical Methods of
Operations Research, 2006 (accepted).
- Margarita Reyes-Sierra and Carlos A. Coello Coello,
Multi-Objective Particle Swarm Optimizers: A Survey
of the State-of-the-Art, International Journal of
Computational Intelligence Research, 2006 (accepted).
- Enrique Alba, Gabriel Luque, Carlos A. Coello Coello
and Erika Hernández Luna, A Comparative Study of
Serial and Parallel Heuristics Used to Design Combinational
Logic Circuits, Optimization Methods and Software,
2006 (accepted).
- Nareli Cruz Cortés, Francisco Rodríguez-Henríquez
and Carlos A. Coello Coello, An Artificial Immune System
Heuristic for Generating Short Addition Chains, IEEE
Transactions on Evolutionary Computation, 2006 (accepted).
- Susana C. Esquivel and Carlos A. Coello Coello,
Hybrid Particle Swarm Optimizer for a Class of
Dynamic Fitness Landscape, Engineering Optimization,
2006 (accepted).
- Luis Vicente Santana-Quintero and Carlos A. Coello Coello,
An Algorithm Based on Differential Evolution for Multi-Objective Problems,
International Journal of Computational Intelligence Research,
2006 (accepted).
- Ricardo Landa Becerra and Carlos A. Coello Coello,
Cultured differential evolution for constrained
optimization, Computer Methods in Applied Mechanics
and Engineering, 2006 (accepted).
- Mario Villalobos-Arias, Carlos A. Coello Coello
and Onésimo Hernández-Lerma, Asymptotic
Convergence of Metaheuristics for Multiobjective
Optimization Problems, Soft Computing, 2006
(accepted for publication).
- Carlos A. Coello Coello, The EMOO repository:
a resource for doing research in evolutionary multiobjective
optimization, IEEE Computational Intelligence
Magazine, Vol. 1, No. 1, pp. 37--45, February 2006.
- Carlos A. Coello Coello, Evolutionary Multiobjective
Optimization: A Historical View of the Field, IEEE
Computational Intelligence Magazine, Vol. 1, No. 1,
pp. 28--36, February 2006.
- Carlos A. Coello Coello and Gregorio Toscano
Pulido. Multiobjective
Structural Optimization using a Micro-Genetic
Algorithm, Structural and
Multidisciplinary Optimization, Vol. 30, No. 5,
pp. 388--403, November 2005 .
- Victoria Aragón, Susana Esquivel and Carlos A.
Coello Coello, Evolutionary
Multiobjective Optimization in Non-Stationary Environments,
Journal of Computer Science & Technology,
Vol. 5, No. 3, pp. 133--143, October 2005, ISSN
1666-6038 .
- Xiaolin Hu, Carlos A. Coello Coello and Zhangcan Huan,
A New Multi-Objective
Evolutionary Algorithm Derived from the Line-Up
Competition Algorithm, Engineering
Optimization, Vol. 37, No. 4, pp. 351--379, June 2005.
- Carlos A. Coello Coello and Nareli Cruz
Cortés, Solving
Multiobjective Optimization Problems using an Artificial Immune System,
Genetic Programming and Evolvable Machines,
Vol. 6, No. 2, pp. 163--190, June 2005 .
- Efrén Mezura Montes and Carlos A. Coello Coello,
A Simple Multi-Membered
Evolution Strategy to Solve Constrained Optimization
Problems, IEEE Transactions
on Evolutionary Computation, Vol. 9, No. 1, pp. 1--17,
February 2005.
- Eduardo Islas Pérez, Carlos A. Coello Coello,
and Arturo Hernández Aguirre, Extraction
and Reuse of Design Patterns from Genetic Algorithms using
Case-Based Reasoning, Soft Computing---A Fusion of
Foundations, Methodologies and Applications,
Springer-Verlag, Vol. 9, No. 1, pp. 44--53, January
2005.
- Carlos A. Coello Coello and Nareli Cruz
Cortés, Solving Multiobjective Optimization
Problems using an Artificial Immune System,
Genetic Programming and Evolvable Machines,
Vol. 5, 2004 (in press).
- Eduardo Islas Pérez, Carlos A. Coello Coello,
and Arturo Hernández Aguirre, Extraction and Reuse
of Design Patterns from Genetic Algorithms using
Case-Based Reasoning, Soft Computing---A Fusion of
Foundations, Methodologies and Applications,
Springer-Verlag, 2004 (in press).
- Carlos A. Coello Coello, Gregorio Toscano
Pulido and Maximino Salazar Lechuga,
Handling
Multiple Objectives with Particle Swarm Optimization,
IEEE Transactions on Evolutionary Computation,
Vol. 8, No. 3, pp. 256--279, June 2004.
- Arturo Hernández Aguirre and Carlos A. Coello
Coello, Using
Genetic Programming and Multiplexers for
the Synthesis of Logic Circuits, Engineering
Optimization, Vol. 36, No. 4, pp. 491--511, August
2004.
- Arturo Hernández Aguirre, Salvador Botello Rionda,
Carlos A. Coello Coello, Giovanni Lizárraga Lizárraga,
and Efrén Mezura Montes,
Handling Constraints using
Multiobjective Optimization Concepts, International
Journal for Numerical Methods in Engineering, Volume 59,
No. 15, pp. 1989--2017, April 2004.
- Carlos A. Coello Coello and Ricardo Landa Becerra,
Efficient
Evolutionary Optimization through the use of
a Cultural Algorithm, Engineering Optimization,
Vol. 36, No. 2, pp. 219--236, April 2004.
- Coello Coello, Carlos A. and Christiansen, Alan D. MOSES
: A Multiobjective Optimization Tool for Engineering Design,
Engineering Optimization, Vol. 31, No. 3, pp. 337-368.
- Coello Coello, Carlos A. A
Comprehensive Survey of Evolutionary-Based Multiobjective Optimization
Techniques, Knowledge and Information Systems,
Vol. 1, No. 3, pp. 269-308, August 1999.
- Coello Coello, Carlos A. Use
of a Self-Adaptive Penalty Approach for Engineering Optimization
Problems, Computers in Industry, Vol. 41, No. 2,
pp. 113-127, January 2000.
- Coello Coello, Carlos A. Treating
Constraints as Objectives for Single-Objective Evolutionary Optimization,
Engineering Optimization, Vol. 32, No. 3, pp. 275-308,
February 2000.
- Coello Coello, Carlos A. & Alan D. Christiansen Multiobjective
optimization of trusses using genetic algorithms, Computers
and Structures, Vol. 75, No. 6, pp. 647-660, April 2000.
- Coello Coello, Carlos A. An
Updated Survey of GA-Based Multiobjective Optimization Techniques,
ACM Computing Surveys, ACM Press, Vol. 32, No. 2, pp. 109--143,
June 2000.
- Coello Coello, Carlos A.; Christiansen, Alan D. & Hernández
Aguirre, Arturo, Use
of Evolutionary Techniques to Automate the Design of Combinational
Circuits, International Journal of Smart Engineering
System Design, Elsevier Science, Vol. 2, No. 4, pp. 299-314,
June 2000.
- Coello Coello, Carlos A.; Christiansen, Alan D. & Hernández
Aguirre, Arturo, Towards
Automated Evolutionary Design of Combinational Circuits,
Computers and Electrical Engineering, Pergamon Press, Vol.
27, No. 1, pp. 1-28, January 2001.
- Coello Coello, Carlos A., Constraint-handling
using an evolutionary multiobjective optimization technique,
Civil Engineering Systems, Gordon and Breach Science Publishers,
Vol. 17, pp. 319--346, 2000.
- Coello Coello, Carlos A. and Arturo Hernández Aguirre, Design
of Combinational Logic Circuits through an Evolutionary Multiobjective
Optimization Approach, Artificial Intelligence for Engineering,
Design, Analysis and Manufacture, Cambridge University Press,
Vol. 16, No. 1, January 2002
- Coello Coello, Carlos A. Theoretical
and Numerical Constraint-Handling Techniques used with Evolutionary
Algorithms: A Survey of the State of the Art, Computer
Methods in Applied Mechanics and Engineering, Vol. 191, No.
11--12, pp. 1245--1287, January 2002.
- Coello Coello, Carlos A., Zavala
Gutiérrez, Rosa Laura, Mendoza García, Benito, Hernández
Aguirre, Arturo, Automated
Design of Combinational Logic Circuits using the Ant System,
Engineering Optimization,
Vol. 34, No. No. 2, pp. 109-127, March 2002.
- Coello Coello, Carlos A. and
Mezura Montes, Efrén, Constraint-Handling
in Genetic Algorithms Through the Use of Dominance-based Tournament
Selection, Advanced Engineering Informatics, Vol.
16, No. 3, pp. 193--203, July 2002.
- Islas Pérez, Eduardo,
Coello Coello, Carlos A. and Hernández Aguirre, Arturo, Extracting
and Re-Using Design Patterns from Genetic Algorithms using Case-Based
Reasoning, Engineering Optimization, Volume
35, No. 2, pp. 121--141, April 2003.
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- Margarita Reyes Sierra and Carlos A. Coello Coello,
On-line Adaptation in Multi-Objective Particle Swarm
Optimization, in 2006 Swarm Intelligence Symposium
(SIS'06), Indianapolis, Indiana, May 2006.
- Efrén Mezura-Montes, Carlos A. Coello Coello
and Jesús Velázquez-Reyes, Increasing Successful
Offspring and Diversity in Differential Evolution for
Engineering Design, in Ian C. Parmee (editor),
ACDM 2006, Bristol, UK, April 2006.
- Nareli Cruz-Cortés, Francisco Rodríguez Henríquez,
Raúl Juárez-Morales and Carlos A. Coello Coello,
Finding Optimal Addition
Chains Using a Genetic Algorithm Approach,
in Yue Hao et al. (editors), Computational Intelligence and
Security. International Conference, CIS 2005, pp. 208--215, Part I,
Springer-Verlag, Lecture Notes in Artificial Intelligence Vol. 3801,
Xi'an, China, December 2005.
- Efrén Mezura Montes and Carlos A. Coello Coello,
Useful Infeasible
Solutions in Engineering Optimization with Evolutionary
Algorithms, in Alexander Gelbukh, Álvaro
de Albornoz and Hugo Terashima-Marín (editors),
MICAI 2005: Advances in Artificial Intelligence,
Springer, pp. 652--662, Lecture Notes in Artificial
Intelligence Vol. 3789, Monterrey, México,
November 2005 .
- Margarita Reyes Sierra and Carlos A. Coello Coello,
Coevolutionary
Multi-objective Optimization using Clustering
Techniques, in Alexander Gelbukh, Álvaro
de Albornoz and Hugo Terashima-Marín (editors),
MICAI 2005: Advances in Artificial Intelligence,
Springer, pp. 603--612, Lecture Notes in Artificial
Intelligence Vol. 3789, Monterrey, México,
November 2005 .
- Luis Vicente Santana-Quintero and Carlos A. Coello Coello,
An Algorithm
Based on Differential Evolution for Multiobjective
Problems, in Cihan H. Dagli, Anna L. Buczak, David L. Enke,
Mark J. Embrechts and Okan Ersoy (editors), Smart Engineering
System Design: Neural Networks, Evolutionary Programming and
Artificial Life, Vol. 15, pp. 211--220, ASME Press, St. Louis, Missouri,
USA, November 2005 .
- Efrén Mezura Montes and Carlos A. Coello Coello,
Saving Evaluations in
Differential Evolution for Constrained Optimization,
in Vladimir Estivill-Castro and J. Alfredo
Sánchez (editors), Sixth Mexican International Conference
on Computer Science (ENC'05), pp. 274--281, IEEE Computer Society
Press, Los Alamitos, California, September 2005 .
- Antonio López Jaimes and Carlos A. Coello Coello,
MRMOGA: Parallel
Evolutionary Multiobjective Optimization using Multiple
Resolutions, in 2005 IEEE Congress on
Evolutionary Computation (CEC'2005), pp. 2294--2301, IEEE
Press, Vol. 3, Edinburgh, Scotland, September 2005
.
- Efrén Mezura Montes and Carlos A. Coello Coello,
Identifying On-line Behavior
and Sources of Difficulty in Constrained Optimization Using
Evolutionary Algorithm, in 2005 IEEE Congress on
Evolutionary Computation (CEC'2005), pp. 1477--1484, IEEE
Press, Vol. 2, Edinburgh, Scotland, September 2005 .
- Margarita Reyes Sierra and Carlos A. Coello Coello,
A Study of Fitness
Inheritance and Approximation Techniques
for Multi-Objective Particle Swarm Optimization, in
2005 IEEE Congress on Evolutionary Computation (CEC'2005),
pp. 65--72, IEEE Press, Vol. 1, Edinburgh, Scotland, September
2005 .
- Nareli Cruz Cortés, Daniel Trejo-Pérez
and Carlos A. Coello Coello, Handling
Constraints in Global Optimization using an Artificial Immune System,
in Christian Jacob, Marcin L. Pilat, Peter J.
Bentley and Jonathan Timmis (editors), Artificial
Immune Systems. 4th International Conference, ICARIS 2005,
pp. 234--247, Springer. Lecture Notes in Computer Science
Vol. 3627, Banff, Canada, August 2005 .
- Efrén Mezura-Montes, Jesús Velázquez-Reyes
and Carlos A. Coello Coello,
Promising Infeasibility
and Multiple Offspring Incorporated to Differential
Evolution for Constrained Optimization, in Hans-Georg
Beyer et al. (editors), Genetic and Evolutionary Computation
Conference (GECCO'2005), pp. 225--232, Vol. 1, ACM Press,
Washington, DC, USA, June 2005, ISBN 1-59593-010-8.
- Ricardo Landa Becerra and Carlos A. Coello Coello,
Optimization with
Constraints using a Cultured Differential Evolution Approach,
in Hans-Georg Beyer et al. (editors), Genetic and Evolutionary
Computation Conference (GECCO'2005), pp. 27--34, Vol. 1, ACM
Press, Washington, DC, USA, June 2005, ISBN 1-59593-010-8
(Nominated to Best Paper Award).
- Margarita Reyes-Sierra and Carlos A. Coello Coello,
Fitness
Inheritance in Multi-Objective Particle Swarm
Optimization, in 2005 IEEE Swarm Intelligence
Symposium (SIS'05), pp. 116--123, IEEE Press, Pasadena,
California, June 2005 .
- Mario Alberto Villalobos-Arias, Gregorio Toscano
Pulido and Carlos A. Coello Coello,
A Proposal to Use
Stripes to Maintain Diversity in a Multi-Objective
Particle Swarm Optimizer, in 2005 IEEE Swarm Intelligence
Symposium (SIS'05), pp. 22--29, IEEE Press, Pasadena, California,
June 2005 (Nominated to Best Student Paper Award)
.
- Mario Villalobos-Arias, Carlos A.
Coello Coello and Onésimo Hernández-Lerma.
Asymptotic
Convergence of some Metaheuristics used for Multiobjetive
Optimization, in A.H. Wright et al.
(editors), Foundations of Genetic Algorithms (FOGA 2005),
pp. 95--111, Springer-Verlag, Lecture Notes in Computer Science
Vol. 3469, Aizu, Japan, 2005 .
- Carlos A. Coello Coello, An
Introduction to Evolutionary Algorithms and Their Applications,
in F.F. Ramos et al. (editors),
International Symposium and School on Advance Distributed Systems
(ISSADS 2005), pp. 425--442, Springer-Verlag,
Lecture Notes in Computer Science Vol. 3563,
Guadalajara, México, 2005 (invited paper) .
- Margarita Reyes Sierra and Carlos A. Coello Coello,
Improving
PSO-Based Multi-objective Optimization using
Crowding, Mutation and e-Dominance,
in Carlos A. Coello Coello, Arturo Hernández Aguirre
and Eckart Zitzler (Eds.), Evolutionary Multi-Criterion
Optimization. Third International Conference, EMO 2005,
pp. 505--519, Springer-Verlag, Lecture Notes in Computer
Science Vol. 3410, Marzo de 2005 .
-
Coello, Carlos A. The
use of a multiobjective optimization technique to handle constraints,
Second International Symposium on Artificial Intelligence,
track on Adaptive Systems, Edited by Alberto A. Ochoa Rodríguez,
Marta R. Soto Ortiz and Roberto Santana Hermida, La Havana, Cuba,
pp. 251-256, March 1999.
-
Coello, Carlos A. Self-Adaptive
Penalties for GA-based optimization, 1999 Congress on
Evolutionary Computation, Washington, D.C., Vol. 1, pp. 573-580,
IEEE Service Center, July 1999.
-
Hernández Aguirre, Arturo ; Coello, Carlos A. and Buckles,
Bill P., A
genetic programming approach to logic function synthesis by means
of multiplexers, Proceedings of the First NASA/DoD Workshop
on Evolvable Hardware, Edited by Adrian Stoica, Didier Keymeulen
and Jason Lohn, pp. 46-53, IEEE Computer Society Press, Los Alamitos,
California, July 1999.
-
Coello, Carlos A. Constraint-handling
through a multiobjective optimization technique, Proceedings
of the 1999 Genetic and Evolutionary Computation Conference (GECCO'99).
Workshop Program, Edited by Annie S. Wu, Orlando, Florida,
USA, pp. 117--118, July 1999.
-
Coello, Carlos A. Constraint-handling through a
multiobjective optimization technique, Smart Engineering System Design:
Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining,
and Complex Systems (ANNIE'99), Edited by Cihan H. Dagli, Anna
L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy, pp.
1021--1026, Vol. 9, November 1999.
-
Coello Coello, Carlos A.; Zavala G. Rosa Laura; Mendoza G., Benito
and Hernández Aguirre, Arturo, Ant
Colony System for the Design of Combinational Logic Circuits,
in Julian Miller, Adrian Thompson, Peter Thomson and Terence C.
Fogarty (Eds.), Evolvable Systems: From Biology to Hardware,
Edinburgh, Scotland, Springer-Verlag, pp. 21--30, April 2000.
-
Coello Coello, Carlos A. Handling
Preferences in Evolutionary Multiobjective Optimization: A Survey,
2000 Congress on Evolutionary Computation, pp. 30--37,
Volume 1, IEEE Service Center, Piscataway, New Jersey, July 2000.
-
Hernández Aguirre, Arturo, Buckles, Bill P. and Coello Coello,
Carlos A. Gate-level
Synthesis of Boolean Functions using Binary Multiplexers and Genetic
Programming, 2000 Congress on Evolutionary Computation,
pp. 675--682, IEEE Service Center, Piscataway, New Jersey, July
2000.
-
Coello Coello, Carlos A. and Hernández Aguirre, Arturo,
Evolutionary
Multiobjective Design of Combinational Logic Circuits, in
Jason Lohn, Adrian Stoica, Didier Keymeulen & Silvano Colombano
(editors), Proceedings of the Second NASA/DoD Workshop on Evolvable
Hardware, pp. 161--170, IEEE Computer Society, Los Alamitos,
California, July 2000.
-
Hernández Aguirre, Arturo; Buckles, Bill P. and Coello Coello,
Carlos A. Evolutionary Synthesis of Logic Functions using Multiplexers,
in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark Embrechts
Okan Ersoy \& Stephen Kercel (Editors), Smart Engineering
System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming,
Data Mining, and Complex Systems (ANNIE'2000), ASME Press,
New York, pp 311--316, November, 2000.
-
Coello Coello, Carlos A. and Toscano Pulido, Gregorio, A
Micro-Genetic Algorithm for Multiobjective Optimization,
In Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello
Coello and David Corne (editors), First International Conference
on Evolutionary Multi-Criterion Optimization, Springer-Verlag,
Lecture Notes in Computer Science No. 1993, pp. 126--140, Marzo
2001.
-
Coello Coello, Carlos A., A
Short Tutorial on Evolutionary Multiobjective Optimization,
In Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello
Coello and David Corne (editors), First International Conference
on Evolutionary Multi-Criterion Optimization, Springer-Verlag,
Lecture Notes in Computer Science No. 1993, pp. 21--40, March 2001,(SLIDES).
-
Coello Coello, Carlos A. and Toscano Pulido, Gregorio, Multiobjective
Optimization using a Micro-Genetic Algorithm, in Spector,
L., E. Goodman, A. Wu, W.B. Langdon, H.-M. Voigt, M. Gen, S. Sen,
M. Dorigo, S. Pezeshk, M. Garzon, and E. Burke, (editors), Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO-2001,
pp. 274--282, Morgan Kaufmann Publishers, San Francisco, California,
July 2001.
-
Hernández Aguirre, Arturo; Buckles, Bill P. and Coello Coello
Carlos A., On Learning kDNF^s_n
Boolean Formulas, in Didier Keymeulen,
Adrian Stoica, Jason Lohn and Ricardo Salem Zebulum (eds), Proceedings of
the Third NASA/DoD Workshop on Evolvable Hardware, pp. 240--246,
IEEE Computer Society Press, Long Beach, California, July 2001.
-
Islas Pérez, Eduardo; Coello Coello, Carlos A.
and Hernández Aguirre, Arturo, Extraction
of Design Patterns from Evolutionary Algorithms using Case-Based
Reasoning, in Yong Liu,
Kiyoshi Tanaka, Masaya Iwata, Tetsuya Higuchi
and Moritoshi Yasunaga (editors), Evolvable
Systems: From Biology to Hardware (ICES'2001), pp. 244--255,
Tokyo, Japan, Springer-Verlag, Lecture Notes in Computer
Science Vol. 2210, October 2001.
-
Hernández Aguirre, Arturo; Buckles, Bill P.
and Coello Coello, Carlos A. GA-based Learning of
kDNF^8_n Boolean Formulas, in Yong Liu,
Kiyoshi Tanaka, Masaya Iwata, Tetsuya Higuchi
and Moritoshi Yasunaga (editors), Evolvable
Systems: From Biology to Hardware (ICES'2001), pp. 279--290,
Tokyo, Japan, Springer-Verlag, Lecture Notes in Computer
Science Vol. 2210, October 2001.
-
Coello Coello, Carlos A. and Hernández Aguirre, Arturo,
Use
of a Population-based Evolutionary Multiobjective Optimization Technique
to Design Combinational Logic Circuits, in Carlos Zozaya,
Marcelo Mejía, Pablo Noriega y Alfredo Sánchez (editores),
Tercer Encuentro Internacional de Ciencias de la Computación
(ENC'01), Tomo I, pp. 95--104, Aguascalientes, Aguascalientes,
Septiembre 2001.
- Coello Coello, Carlos A. and Cruz Cortés, Nareli,
Constraint-Handling
in Genetic Algorithms through Emulations
of the Immune System, in Carlos Zozaya,
Marcelo Mejía, Pablo Noriega y Alfredo
Sánchez (editores), Tercer Encuentro Internacional de
Ciencias de la Computación
(ENC'01), Tomo I, pp. 115--124, Aguascalientes, Aguascalientes,
Septiembre 2001.
- Coello Coello, Carlos A. and Cruz Cortés, Nareli,
Use
of Emulations of the Immune System to Handle Constraints
in Evolutionary Algorithms,
in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark
J. Embrechts, Okan Erson and Stephen Kercel (eds.),
Intelligent Engineering Systems through Artificial
Neural Networks (ANNIE'2001), ASME Press, Vol. 11,
pp. 141--146, St. Louis Missouri, July 2001
(best
paper award).
-
Coello Coello, Carlos A. and
Mezura Montes, Efrén, Use
of Dominance-Based Tournament Selection to Handle Constraints in
Genetic Algorithms, in Cihan H. Dagli, Anna L. Buczak, Joydeep
Ghosh, Mark J. Embrechts, Okan Erson and Stephen Kercel (eds.),
Intelligent Engineering Systems through Artificial Neural Networks
(ANNIE'2001), ASME Press, Vol. 11, pp. 177--182, St. Louis Missouri,
July 2001.
-
Héctor Fernando Gómez García, Arturo González
Vega, Arturo Hernández Aguirre and Carlos A. Coello Coello,
Efficient
Affine 2D-Image Registration using Evolutionary Strategies,
en W.B. Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis,
R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L.
Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke, and N.Jonoska
(editors), Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2002, pp. 1263, Morgan Kaufmann Publishers,
San Francisco, California, July 2002.
-
Coello Coello, Carlos A. and Landa Becerra, Ricardo, Adding
Knowledge and Efficient Data Structures to Evolutionary Programming:
A Cultural Algorithm for Constrained Optimization, en W.B.
Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli,
K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M.
A. Potter, A.C. Schultz, J. F. Miller, E. Burke, and N.Jonoska (editors),
Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2002, pp. 201--209, Morgan Kaufmann Publishers, San Francisco,
California, July 2002.
- Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar,
and Osvaldo Cairó Battistutti,
MICAI
2002: Advances in Artificial Intelligence, Springer-Verlag, Lecture Notes in Artificial
Intelligence No. 2313, ISBN 3-540-43475-5, April 2002.
-
Coello
Coello, Carlos A., Hernández Luna, Erika and Hernández
Aguirre, Arturo, Use
of Particle Swarm Optimization to Design Combinational Logic Circuits,
in Andy M. Tyrell, Pauline C. Haddow and Jim Torresen (Eds), Evolvable
Systems: From Biology to Hardware. 5th International Conference,
ICES 2003, pp. 398--409, Springer, Lecture Notes in Computer
Science, Vol. 2606, Trondheim, Norway, March 2003.
-
Hernández Aguirre, Arturo;
González Equihua, Edgar C. and Coello Coello, Carlos A. Synthesis
of Boolean Functions using Information Theory,
in Andy M. Tyrell, Pauline C. Haddow and Jim Torresen (Eds), Evolvable
Systems: From Biology to Hardware. 5th International Conference,
ICES 2003, pp. 218--227, Springer, Lecture Notes in Computer
Science, Vol. 2606, Trondheim, Norway, March 2003.
-
Hernández Aguirre, Arturo;
Botello Rionda, Salvador, Lizárraga Lizárraga, Giovanni
and Coello Coello, Carlos A. IS-PAES:
A Constraint-Handling Technique Based on Multiobjective Optimization
Concepts, in Carlos
M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb and
Lothar Thiele (Eds), Evolutionary Multi-Criterion Optimization.
Second International Conference, EMO 2003,
pp. 73--87, Springer, Lecture Notes in Computer Science, Vol. 2632,
Faro, Portugal, April 2003.
-
Coello Coello, Carlos A. and Landa
Becerra, Ricardo; Evolutionary
Multiobjective Optimization using a Cultural Algorithm,
in 2003 IEEE Swarm Intelligence Symposium,
pp. 6--13, IEEE Service Center, Indianapolis, Indiana, USA, April
2003.
- Toscano Pulido, Gregorio and Coello Coello,
Carlos A. The Micro
Genetic Algorithm 2: Towards On-Line Adaptation in
Evolutionary Multiobjective Optimization,
in Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb and
Lothar Thiele (Eds), Evolutionary Multi-Criterion
Optimization. Second International Conference, EMO 2003,
pp. 252--266, Springer, Lecture Notes in Computer Science,
Vol. 2632, Faro, Portugal, April 2003.
-
Coello Coello, C. A.; Toscano Pulido, G. and Hernández Aguirre,
A.
Multi-Objective Evolutionary Algorithms for Structural Optimization,
in K.J. Bathe (editor), Computational Fluid and Solid Mechanics
2003. Proceedings of the Second MIT Conference on Computational
Fluid and Solid Mechanics, Volume 2, pp. 2244--2248, Elsevier,
The Netherlands, June 2003.
-
Hernández Aguirre, Arturo; Botello Rionda, Salvador; Coello
Coello, Carlos A. and Lizárraga Lizárraga, Giovanni,
Use
of Multiobjective Optimization Concepts to Handle Constraints in
Single-Objective Optimization, in Erick Cantú-Paz
et al. (editors), Genetic and Evolutionary Computation Conference---GECCO'2003,
Proceedings. Part I, Lecture Notes in Computer Science Vol.
2723, pp. 573--584, Springer, Chicago, USA, July 2003.
-
Cruz Cortés, Nareli and Coello Coello, Carlos A., Multiobjective
Optimization using the Clonal Selection Principle,
in Erick Cantú-Paz et al. (editors), Genetic and Evolutionary
Computation Conference---GECCO'2003, Proceedings. Part I, Lecture
Notes in Computer Science Vol. 2723, pp. 158--170, Springer, Chicago,
USA, July 2003.
-
Mezura-Montes, Efrén and Coello Coello, Carlos A., A
Simple Evolution Strategy to Solve Constrained Optimization Problems,
in Erick Cantú-Paz et al. (editors), Genetic and Evolutionary
Computation Conference---GECCO'2003, Proceedings, Part I, Lecture
Notes in Computer Science Vol. 2723, pp. 640--641, Springer, Chicago,
USA, July 2003.
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Hernández Aguirre, Arturo & Coello Coello, Carlos,
Fitness
Landscape and Evolutionary Boolean Synthesis using Information Theory
Concepts, in Jason Lohn, Ricardo Zebulum, James Steincamp,
Didier Keymeulen, Adrian Stoica, and Michael I. Ferguson (editors),
Proceedings of the 2003 NASA/DoD Workshop on Evolvable Hardware,
pp. 13--16, IEEE Computer Society Press, Los Alamitos, California,
USA, July 2003.
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Coello Coello, Carlos A.; Alba, Enrique; Luque, Gabriel and Hernández
Aguirre, Arturo, Comparing
Different Serial and Parallel Heuristics to Design Combinational
Logic Circuits, in Jason Lohn, Ricardo Zebulum, James
Steincamp, Didier Keymeulen, Adrian Stoica, and Michael I. Ferguson
(editors), Proceedings of the 2003 NASA/DoD Workshop on Evolvable
Hardware, pp. 3--12, IEEE Computer Society Press, Los Alamitos,
California, USA, July 2003.
- Coello Coello, Carlos A.; Cortés Rivera, Daniel and
Cruz Cortés, Nareli,
Use of an
Artificial Immune System for Job Shop Scheduling,
in Jon Timmis, Peter Bentley and Emma Hart (editors),
Second International
Conference on Artificial Immune Systems (ICARIS'2003),
pp. 1--10, Edinburgh, Scotland, Lecture Notes in Computer
Science, Vol. 2787, Springer-Verlag, Septiembre de
2003 .
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Arturo Hernández Aguirre and Carlos Coello Coello, Gate-level Synthesis of Boolean Functions using Information Theory Concepts, in Edgar Chávez, Jesús Favela, Marcelo Mejía and Alberto Oliart (editors),
Fourth Mexican International Conference on Computer Science, pp. 268--275, IEEE Computer Society, Los Alamitos, California, September 2003 .
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Coello Coello, Carlos A., Evolutionary Multiobjective Optimization: Current and Future Challenges, , in J.M. Benitez, O. Cordon, F. Hoffmann and R. Roy (editors), Advances in Soft
Computing---Engineering, Design and Manufacturing, pp. 243--256, Springer-Verlag, ISBN 1-85233-755-9, September 2003.
- Arturo Hernández Aguirre, Salvador Botello Rionda,
Giovanni Lizarraga, and Carlos Coello Coello,
ISPAES:
Evolutionary Multi-Objective Optimization with
Constraint-Handling, in Edgar Chávez, Jesús Favela,
Marcelo Mejía and Alberto Oliart (editors),
Fourth Mexican International Conference on Computer
Science, pp. 338--345, IEEE Computer Society, Los Alamitos,
California, September 2003 .
- Efrén Mezura-Montes and Carlos A. Coello Coello,
Multiobjective-Based
Concepts to Handle Constraints in
Evolutionary Algorithms, in Edgar Chávez, Jesús Favela,
Marcelo Mejía and Alberto Oliart (editors),
Fourth Mexican International Conference on Computer
Science, pp. 192--199, IEEE Computer Society, Los Alamitos,
California, September 2003 .
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Reyes Sierra, Margarita and Coello Coello, Carlos A., On the Expected Convergence Time of a Genetic Algorithm
with Minimum Parameters, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy (editors),
Intelligent Engineering Systems Through Artificial Neural Networks: Smart Engineering System Design: Neural Networks,
Fuzzy Logic, Evolutionary Programming, Complex Systems and Artificial Life, Vol. 13, pp. 379--384, ASME Press, New York,
November 2003.
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Mezura Montes, Efrén and Coello Coello, Carlos A., Using the Evolution
Strategies' Self-Adaptation Mechanism and Tournament Selection for Global Optimization,
in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy (editors),
Intelligent Engineering Systems Through Artificial Neural Networks: Smart Engineering System
Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Complex Systems and Artificial
Life, Vol. 13, pp. 373--378, ASME Press, New York, November 2003 (First Runner-Up in the Theoretical
Developments in Computational Intelligence Award.)
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Mezura Montes, Efrén, Coello Coello, Carlos A. and Landa Becerra, Ricardo, Engineering Optimization using a Simple
Evolutionary Algorithm, Proceedings of the Fifteenth International Conference on Tools with Artificial Intelligence
(ICTAI 03), pp. 149--156, IEEE Computer Society, Sacramento, California, November 2003.
- Arturo Hernández Aguirre, Salvador Botello Rionda,
Giovanni Lizárraga Lizárraga and Carlos Coello Coello,
IS-PAES:
switching constraints on and off for multiobjective
optimization, in Proceedings of 2003 Congress on
Evolutionary Computation (CEC'2003), Vol. 2, pp. 1162--1169,
IEEE Press, Canberra, Australia, December, 2003.
- Esquivel, Susana C. and Coello Coello, Carlos A.,
On the
Use of Particle Swarm Optimization with Multimodal
Functions, in Proceedings of 2003 Congress on
Evolutionary Computation (CEC'2003), Vol. 2, pp. 1130--1136,
IEEE Press, Canberra, Australia, December, 2003.
- Mezura Montes, Efrén and Coello Coello, Carlos A.,
Adding a
Diversity Mechanism to a Simple Evolution Strategy
to Solve Constrained Optimization Problems, in
Proceedings of 2003 Congress on
Evolutionary Computation (CEC'2003), Vol. 1, pp. 6--13,
IEEE Press, Canberra, Australia, December, 2003.
- Coello Coello, Carlos A. and Reyes Sierra, Margarita,
A Coevolutionary
Multi-Objective Evolutionary Algorithm,
in Proceedings of 2003 Congress on
Evolutionary Computation (CEC'2003), Vol. 1, pp. 482--489,
IEEE Press, Canberra, Australia, December, 2003.
- Edgar Galván López, Riccardo Poli and
Carlos A. Coello Coello.
Reusing Code in Genetic
Programming, in Maarten Keijzer, Una-May O'Reilly,
Simon M. Lucas, Ernesto Costa and Terence Soule (Eds.),
Genetic Programming, 7th European Conference,
EuroGP'2004, pp. 359--368, Springer, Lecture Notes
in Computer Science Vol. 3003, Coimbra, Portugal,
April 5-7, 2004.
- Carlos A. Coello Coello and Margarita
Reyes Sierra, A
Study of the Parallelization of a Coevolutionary
Multi-Objective Evolutionary Algorithm,
in Raúl Monroy, Gustavo Arroyo-Figueroa, Luis
Enrique Sucar and Humberto Sossa (eds), Proceedings
of the Third Mexican International Conference on Artificial
Intelligence (MICAI'2004), pp. 688--697, Springer Verlag,
Lecture Notes in Artificial Intelligence Vol. 2972,
April 2004.
- Efrén Mezura Montes, Carlos A. Coello Coello,
and Edy I. Tun-Morales,
Simple Feasibility Rules
and Differential Evolution for Constrained Optimization,
in Raúl Monroy, Gustavo Arroyo-Figueroa, Luis
Enrique Sucar and Humberto Sossa (eds), Proceedings
of the Third Mexican International Conference on Artificial
Intelligence (MICAI'2004), pp. 707--716, Springer Verlag,
Lecture Notes in Artificial Intelligence Vol. 2972,
April 2004.
- Carlos A. Coello Coello, Carlos A., Daniel
Cortés Rivas and Nareli Cruz Cortés.
Job Shop Scheduling
using the Clonal Selection Principle, in I.C. Parmee
(editor), Adaptive Computing in Design and Manufacture
VI, pp. 113--124, Springer, London, April 2004.
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- Luis Vicente Santana Quintero and Carlos A. Coello Coello.
Un Nuevo Algoritmo
Multiobjetivo Basado en Evolución
Diferencial, en Maribel G. Arenas, Francisco Herrera,
Manuel Lozano, Juan Julián Merelo, Gustavo Romero y
Ana Ma. Sánchez (editores), IV Congreso Español
sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados,
Vol. 1, pp. 169--176, Granada, España, Septiembre
de 2005 .
- E. Mezura-Montes y C.A. Coello Coello.
Fuentes de dificultad en
optimización global con restricciones usando algoritmos evolutivos,
en Felipe Padilla, Carlos Coello, Katya Rodríguez y Francisco
Alvarez (editores), Memorias del Segundo Congreso de Computación
Evolutiva (COMCEV'05), pp. 57--62, Universidad Autónoma de
Aguascalientes, Aguascalientes, México, Mayo de 2005, ISBN
970-728-024-7 .
- M.M. Reyes Sierra y C.A. Coello Coello. Un
Algoritmo Coevolutivo para Optimización Multiobjetivo Basado
en Clustering,
en Felipe Padilla, Carlos Coello, Katya Rodríguez y Francisco
Alvarez (editores), Memorias del Segundo Congreso de Computación
Evolutiva (COMCEV'05), pp. 63--71, Universidad Autónoma de
Aguascalientes, Aguascalientes, México, Mayo de 2005, ISBN
970-728-024-7 .
- Cortés Rivera, Daniel y Coello Coello, Carlos A.,
Uso de
un Sistema Inmune Artificial para Problemas de
Calendarización, en C. Hervás, N. García, F.J.
Martínez, D. Ortiz y S. Ventura (editores), Actas
del III Congreso Español sobre Metaheurísticas,
Algoritmos Evolutivos y Bioinspirados (MAEB 04),
pp. 507--514, Universidad de Córdoba, Córdoba,
España, febrero de 2004, ISBN 84-688-4224-9.
- Erika Hernández Luna, Carlos A. Coello Coello y
Arturo Hernández Aguirre, Diseño
de Circuitos Lógicos Combinatorios usando Optimización mediante
Cúmulos de Partículas, en 9a. Conferencia
de Ingeniería Eléctrica, pp. 485--491,
CINVESTAV-IPN, México, D.F., Septiembre de
2003 .
- Nareli Cruz Cortés y Carlos A. Coello Coello,
Optimización
Multiobjetivo Utilizando el Principio de Selección
Clonal del Sistema Inmune, en 9a. Conferencia
de Ingeniería Eléctrica, pp. 470--477,
CINVESTAV-IPN, México, D.F., Septiembre de
2003 .
- \item Efrén Mezura-Montes y Carlos A. Coello Coello,
Conceptos
de Optimización Multiobjetivo para el Manejo de Restricciones
en Algoritmos Evolutivos: Un Estudio Comparativo, en S. Botello,
A. Hernández y C. Coello (eds), Memorias del Primer Congreso
Mexicano de Computación Evolutiva, pp. 1--12, CIMAT,
Guanajuato, México, ISBN 968-57-33-00-7,
2003 .
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Coello Coello, Carlos A. and Mezura Montes, Efrén, Uso
de Auto-Adaptación para Manejar Restricciones con un Algoritmo
Genético, Segundo Encuentro Nacional de Computación,
Taller de Aprendizaje, Pachuca, Hidalgo, 12-15 de septiembre de
1999.
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Serna Pérez, Eduardo; Rodríguez Vázquez, Katya
y Coello Coello, Carlos A. Expresiones
Prefijas para el Diseño de Circuitos Lógicos utilizando
Programación Genética, en Carlos Zozaya, Marcelo
Mejía, Pablo Noriega y Alfredo Sánchez (editores),
Tercer Encuentro Internacional de Ciencias de la Computación
(ENC'01), Tomo I, pp. 85--94, Aguascalientes, Aguascalientes,
Septiembre 2001.
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Benito Mendoza García
y Coello Coello, Carlos A., Uso
del Sistema de la Colonia de Hormigas para el Diseño de Circuitos
Lógicos Combinatorios,
en E. Alba, F. Fernández, J.A. Gómez, F. Herrera,
J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores)
Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados
(AEB'02), Universidad de la Extremadura, España, pp.
294--301, 2002, ISBN 84-607-3913-9
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Coello Coello, Carlos A. y
Maximino Salazar Lechuga, MOPSO:
Un Algoritmo Multiobjetivo Basado en Optimización Mediante
Cúmulos de Partículas,
en E. Alba, F. Fernández, J.A. Gómez, F. Herrera,
J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores)
Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados
(AEB'02), Universidad de la Extremadura, España, pp.
445--452, 2002, ISBN 84-607-3913-9.
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Toscano Pulido, Gregorio y Coello Coello, Carlos A. Una
Propuesta de Adaptación en Línea para Optimización
Evolutiva Multiobjetivo, en Actas del II Congreso
Español sobre Metaheurísticas, Algoritmos Evolutivos
y Bioinspirados (MAEB 03), Gijón,España, pp.
363--370, Febrero de 2003, ISBN 84-607-65-26-1.
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Landa Becerra, Ricardo y Coello Coello, Carlos A. Un
Algoritmo Cultural para Optimización Evolutiva Multiobjetivo,
en Actas del II Congreso Español sobre Metaheurísticas,
Algoritmos Evolutivos y Bioinspirados (MAEB 03), Gijón,
España, pp. 371--378, Febrero de 2003, ISBN 84-607-65-26-1.
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Efrén Mezura-Montes y Carlos A. Coello Coello, Conceptos
de Optimización Multiobjetivo para el Manejo de Restricciones
en Algoritmos Evolutivos: Un Estudio Comparativo, en
S. Botello, A. Hernández y C. Coello (eds), Memorias
del Primer Congreso Mexicano de Computación Evolutiva,
pp. 1--12, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7,
2003.
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Javier Cruz Pérez, Hilda Caballero Barbosa y Carlos A.
Coello Coello, Plataforma
en Java para el Diseño de Circuitos Lógicos Combinatorios,
Experimentando con Diferentes Operadores Genéticos,
en S. Botello, A. Hernández y C. Coello (eds), Memorias
del Primer Congreso Mexicano de Computación Evolutiva,
pp. 119--129, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7,
2003
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María Margarita Reyes Sierra y Carlos A. Coello Coello,
Tiempo
Esperado de Convergencia de un Algoritmo Genético con Parámetros
Mínimos, en S. Botello, A. Hernández
y C. Coello (eds), Memorias del Primer Congreso Mexicano de
Computación Evolutiva, pp. 155--169, CIMAT, Guanajuato,
México, ISBN 968-57-33-00-7, 2003.
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Nareli Cruz Cortés y Carlos A. Coello Coello, Un
Sistema Inmune Artificial para Solucionar Problemas de Optimización
Multiobjetivo, en S. Botello, A. Hernández y
C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación
Evolutiva, pp. 181--193, CIMAT, Guanajuato, México,
ISBN 968-57-33-00-7, 2003.
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