Publications

2012

A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme

Jorge Sebastian Hernandez-Dominguez and Gregorio Toscano-Pulido and Carlos A. Coello Coello

In Jin-Kao Hao and Pierrick Legrand and Pierre Collet and Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer (ed.): Artificial Evolution, 10th International Conference, Evolution Artificielle, EA 2011, Springer. Lecture Notes in Computer Science Vol. 7401: 169–180, 2012

Book chapter / collection Publisher

2011

A Statistical Study of the Effects of Neighborhood Topologies in Particle Swarm Optimization

Toscano-Pulido, Gregorio and Reyes-Medina, Angelina and Ramírez-Torres, José

In Madani, Kurosh and Correia, António and Rosa, Agostinho and Filipe, Joaquim (ed.): Computational Intelligence, Springer Berlin / Heidelberg, 343: 179–192, 2011

Book chapter / collection Publisher

A Comparison on the Search of Particle Swarm Optimization and Differential Evolution on Multi-Objective Optimization

Jorge S. Hernandez Dominguez and Gregorio Toscano Pulido

In 2011 IEEE Congress on Evolutionary Computation (CEC’2011), 2011

Conference paper Publisher

2005

On the Use of Self-Adaptation and Elitism for Multiobjective Particle Swarm Optimization

Gregorio Toscano Pulido

PhD Thesis, Computer Science Section, Department of Electrical Engineering, CINVESTAV-IPN, 2005

PhD thesis

2004

Using Clustering Techniques to Improve the Performance of a Particle Swarm Optimizer

Gregorio Toscano Pulido and Carlos A. Coello Coello

In Genetic and Evolutionary Computation–GECCO 2004. Proceedings of the Genetic and Evolutionary Computation Conference. Part I, 2004

Conference paper Publisher

Handling Multiple Objectives With Particle Swarm Optimization

Carlos A. Coello Coello and Gregorio Toscano Pulido

IEEE Transactions on Evolutionary Computation, 8(3): 256–279, 2004

Journal article Publisher