Publications — Gregorio Toscano-Pulido

Study of the Approximation of the Fitness Landscape and the Ranking Process of Scalarizing Functions for Many-objective Problems

Gregorio Toscano and Kalyanmoy Deb

In Kay Chen Tan and General Co-Chair of IEEE WCCI 2016 (ed.): 2016 IEEE Congress on Evolutionary Computation (CEC’2016), IEEE Press, 2016

Book chapter / collection Publisher

A Review of Surrogate Assisted Multiobjective Evolutionary Algorithms

Díaz-Manríquez, Alan and Toscano, Gregorio and Barron-Zambrano, Jose Hugo and Tello-Leal, Edgar

Computational Intelligence and Neuroscience, 2016, 2016

Journal article Publisher

A Scalar Optimization Approach for Averaged Hausdorff Approximations of the Pareto Front

Oliver Schutze and Christian Dominguez-Medina and Nareli Cruz-Cortes and Luis Gerardo de la Fraga and Jian-Qiao Sun and Gregorio Toscano and Ricardo Landa

Engineering Optimization, 48(9): 1593–1617, 2016

Journal article Publisher

Business-driven policy optimization for service management

Rubio-Loyola, Javier and Toscano-Pulido, Gregorio and Charalambides, Marinos and Magaña-Aguilar, Marisol and Serrat-Fernández, Joan and Pavlou, George and Galeana-Zapién, Hiram

International Journal of Network Management, 25(2): 113–140, 2015

Journal article Publisher

Multi-objectivization, Fitness Landscape Transformation and Search Performance: A Case of Study on the HP model for Protein Structure Prediction

Mario Garza-Fabre and Gregorio Toscano-Pulido and Eduardo Rodriguez-Tello

European Journal of Operational Research, 243(2): 405–422, 2015

Journal article Publisher

Constraint-handling through multi-objective optimization: The hydrophobic-polar model for protein structure prediction

Mario Garza-Fabre and Eduardo Rodriguez-Tello and Gregorio Toscano-Pulido

Computers & Operations Research, 53: 128–153, 2015

Journal article Publisher

Comparative Analysis of Different Evaluation Functions for Protein Structure Prediction Under the HP Model

Mario Garza-Fabre and Eduardo Rodriguez-Tello and Gregorio Toscano-Pulido

Journal of Computer Science and Technology, 28(5): 868–889, 2013

Journal article Publisher

Handling Constraints in the HP Model for Protein Structure Prediction by Multiobjective Optimization

Mario Garza-Fabre and Gregorio Toscano-Pulido and Eduardo Rodriguez-Tello

In 2013 IEEE Congress on Evolutionary Computation (CEC’2013), 2013

Conference paper Publisher

A Hybrid Local Search Operator for Multiobjective Optimization

Alan Diaz-Manriquez and Gregorio Toscano-Pulido and Ricardo Landa-Becerra

In 2013 IEEE Congress on Evolutionary Computation (CEC’2013), 2013

Conference paper Publisher

A Ranking Method Based on the R2 Indicator for Many-Objective Optimization

Alan Diaz-Manriquez and Gregorio Toscano-Pulido and Carlos A. Coello Coello and Ricardo Landa-Becerra

In 2013 IEEE Congress on Evolutionary Computation (CEC’2013), 2013

Conference paper Publisher

On the use of a BSP Tree to create local surrogate models

Diaz-Manriquez, Alan and Toscano-Pulido, Gregorio and Landa-Becerra, Ricardo

In 2013 IEEE Conference on Evolutionary Computation, 2013

Conference paper Publisher

Goal-constraint: Incorporating Preferences Through an Evolutionary ε-constraint Based Method

Ricardo Landa and Carlos A. Coello Coello and Gregorio Toscano-Pulido

In 2013 IEEE Congress on Evolutionary Computation (CEC’2013), 2013

Conference paper Publisher

A new mechanism to maintain diversity in multiobjective metaheuristics

Mario Alberto Villalobos-Arias and Gregorio Toscano Pulido and Carlos A. Coello Coello

Optimization, 61(7): 823–854, 2012

Journal article Publisher

An Improved Multiobjectivization Strategy for HP Model-Based Protein Structure Prediction

Mario Garza-Fabre and Eduardo Rodriguez-Tello and Gregorio Toscano-Pulido

In Parallel Problem Solving from Nature - PPSN XII, 12th International Conference, 2012

Conference paper Publisher

Locality-Based Multiobjectivization for the HP Model of Protein Structure Prediction

Mario Garza-Fabre and Gregorio Toscano-Pulido and Eduardo Rodriguez-Tello

In 2012 Genetic and Evolutionary Computation Conference (GECCO’2012), 2012

Conference paper Publisher

Multiobjectivizing the HP Model for Protein Structure Prediction

Mario Garza-Fabre and Eduardo Rodriguez-Tello and Gregorio Toscano-Pulido

In Evolutionary Computation in Combinatorial Optimization, 12th European Conference, EvoCOP 2012, 2012

Conference paper Publisher

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

A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization

Alan Diaz-Manriquez and Gregorio Toscano-Pulido and Ricardo Landa-Becerra

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: 13–24, 2012

Book chapter / collection Publisher

A study of surrogate models for their use in multiobjective evolutionary algorithms

Gerardo Montemayor-Garcia and Gregorio Toscano-Pulido

In 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, 2011

Conference paper Publisher

A Long-term Memory Approach for Dynamic Multiobjective Evolutionary Algorithms

Alan Diaz-Manriquez and Gregorio Toscano Pulido and Ricardo Landa Becerra

In IJCCI (ECTA-FCTA), 2011

Conference paper

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