Download Proceedings of the Genetic and Evolutionary

GALESIA
IEEE
Neural
Network
Council
Congress on Evolutionary Computation
EVOCINV
Evolutionary Computation group at CINVESTAV-IPN
MEMBERS
CINVESTAV-IPN
RESEARCH OBJECTIVES
Development of new
algorithms and applications
for multiobjective
optimization, constrainthandling and evolvable
hardware (extrinsic gatelevel design)
Dr. Carlos A. Coello Coello (Group Leader)
Nareli Cruz Cortés (PhD Student)
Gregorio Toscano Pulido (PhD Student)
Eduardo Serna Pérez (PhD Student)
Efrén Mezura Montes (PhD Student)
Ricardo Landa Becerra (MSc Student)
Adriana Lara López (MSc Student)
Margarita Reyes Sierra (MSc Student)
Maximino Salazar Lechuga (MSc Student)
Edgar Galván López (MSc Student)
THEORETICAL PROJECTS AND
APPROACHES
We have developed a micro-genetic
algorithm for multiobjective
optimization, and a multiobjective
extension of the particle swarm
optimization algorithm. We have
also extended previous
implementations of constrainthandling techniques based on
cultural algorithms and an artificial
immune system.
PRACTICAL PROJECTS AND
APPROACHES
We currently participate in a project
involving the Michigan Technical
For further information, visit:
University (USA), IMTA (México)
URL: http://www.cs.cinvestav.mx/~EVOCINV
and CINVESTAV-IPN to develop
new algorithms and metrics for
Or send a message to: ccoello@cs.cinvestav.mx
multiobjective optimization
techniques applied to groundwater
modeling.
ACHIEVEMENTS & RESULTS
Coello Coello, Carlos A. and Toscano Pulido, Gregorio, “Multiobjective Optimization using a MicroGenetic 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.
Coello Coello, Carlos A.; Van Veldhuizen, David A. & Lamont, Gary B. Evolutionary Algorithms for
Solving Multi-Objective Problems, Kluwer Academic Publishers, New York, ISBN 0-3064-6762-3,
2002.
Carlos A. Coello Coello, CINVESTAV-IPN Sección de Computación. Depto. de Ingeniería Eléctrica.
Av. Instituto Politécnico Nacional No. 2508 Col San Pedro Zacatenco Deleg. Gustavo A. Madero México, D.F. 07300 MEXICO