Carlos Coello

Ikerbasque Research Professor, BCAM

Ikerbasque research professor at BCAM.

Research line:

Optimization using bio-inspired metaheuristics.

2007 National Research Award (from the Mexican Academy of Science) in exact sciences, 2009 Medal to the Scientific Merit from Mexico City’s congress, the Ciudad Capital: Heberto Castillo 2011 Award, IEEE Fellow, 2012 Scopus Award (Mexico’s Edition), 2012 National Medal of Science in Physics, Mathematics and Natural Sciences, 2013 IEEE Kiyo Tomiyasu Award, 2016 The World Academy of Sciences (TWAS) Award, 2019 Luis Elizondo Award, 2021 IEEE Computational Intelligence Society Evolutionary Computation Pioneer Award.

Previous research experience at the Plymouth Engineering Design Centre (UK) and at the Laboratorio Nacional de Informática Avanzada (Mexico).

PhD in Computer Science (1996) from Tulane University, USA.

Publications

2024

Article / A localized decomposition evolutionary algorithm for imbalanced multi-objective optimization

Engineering Applications of Artificial Intelligence

Ye, Y.; Lin, Q.; Wong, K.C.; Li, J.; Ming, Z.; Coello Coello, C.A.

2023

Article / Revisiting Implicit and Explicit Averaging for Noisy Optimization

IEEE Transactions on Evolutionary Computation

Ahrari, A.; Elsayed, S.; Sarker, R.; Essam, D.; Coello Coello, C.A.

Article / Challenging test problems for multi- and many-objective optimization

Swarm and Evolutionary Computation

Zapotecas-Martínez, S.; Coello Coello, C.A.; Aguirre, H.E.; Tanaka, K.

Article / Discretization-Based Feature Selection as a Bilevel Optimization Problem

IEEE Transactions on Evolutionary Computation

Said, R.; Elarbi, M.; Bechikh, S.; Coello Coello, C.A.; Said, L.B.

Article / On the utilization of pair-potential energy functions in multi-objective optimization

Swarm and Evolutionary Computation

Falcón-Cardona, J.G.; Covantes Osuna, E.; Coello Coello, C.A.; Ishibuchi, H.

Article / An ACO-based Hyper-heuristic for Sequencing Many-objective Evolutionary Algorithms that Consider Different Ways to Incorporate the DM's Preferences

Swarm and Evolutionary Computation

Rivera, G.; Cruz-Reyes, L.; Fernandez, E.; Gomez-Santillan, C.; Rangel-Valdez, N.; Coello Coello, C.A.

2022

Article / Uncertainty-wise software anti-patterns detection: A possibilistic evolutionary machine learning approach

Applied Soft Computing

Boutaib, S.; Elarbi, M.; Bechikh, S.; Coello, C.A.C.; Said, L.B.

Article / A convergence and diversity guided leader selection strategy for many-objective particle swarm optimization

Engineering Applications of Artificial Intelligence

Li, L.; Li, Y.; Lin, Q.; Ming, Z.; Coello, C.A.C.

Article / On the Construction of Pareto-Compliant Combined Indicators

Evolutionary Computation

Falcón-Cardona, J.G.; Emmerich, M.T.M.; Coello Coello, C.A.

Article / Multiple source transfer learning for dynamic multiobjective optimization

Information Sciences

Ye, Y.; Lin, Q.; Ma, L.; Wong, K.C.; Gong, M.; Coello Coello, C.A.

Article / An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization

IEEE Transactions on Evolutionary Computation

Lin, Q.; Wu, X.; Ma, L.; Li, J.; Gong, M.; Coello, C.A.C.

Article / A self-organizing weighted optimization based framework for large-scale multi-objective optimization

Swarm and Evolutionary Computation

Li, Y.; Li, L.; Lin, Q.; Wong, K.C.; Ming, Z.; Coello Coello, C.A.

Article / Preference incorporation in MOEA/D using an outranking approach with imprecise model parameters

Swarm and Evolutionary Computation

Fernández, E.; Rangel-Valdez, N.; Cruz-Reyes, L.; Gomez-Santillan, C.G.; Coello-Coello, C.A.

Article / VSD-MOEA: A Dominance-Based Multiobjective Evolutionary Algorithm with Explicit Variable Space Diversity Management

Evolutionary Computation

Castillo, J.C.; Segura, C.; Coello Coello, C.A.

Article / A dynamic multi-objective evolutionary algorithm based on polynomial regression and adaptive clustering

Swarm and Evolutionary Computation

Yu, Q.; Lin, Q.; Zhu, Z.; Wong, K.C.; Coello, C.A.C.

Article / Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations

IEEE Transactions on Evolutionary Computation

Ahrari, A.; Elsayed, S.; Sarker, R.; Essam, D.; Coello, C.A.C.

Article / Preference incorporation into many-objective optimization: An Ant colony algorithm based on interval outranking

Swarm and Evolutionary Computation

Rivera, G.; Coello Coello, C.A.; Cruz-Reyes, L.; Fernandez, E.R.; Gomez-Santillan, C.; Rangel-Valdez, N.

Article / PyDDRBG: A Python framework for benchmarking and evaluating static and dynamic multimodal optimization methods

SoftwareX

Ahrari, A.; Elsayed, S.; Sarker, R.; Essam, D.; Coello, C.A.C.

2021

Article / A Novel Parametric benchmark generator for dynamic multimodal optimization

Swarm and Evolutionary Computation

Ali Ahrari, Saber Elsayed, Ruhul Sarker, Daryl Essam and Carlos A. Coello Coello

Article / COARSE-EMOA: An indicator-based evolutionary algorithm for solving equality constrained multi-objective optimization problems

Swarm and Evolutionary Computation

García, J.L.L.; Monroy, R.; Sosa Hernández, V.A.; Coello Coello, C.A.

Article / Parallel Multi-Objective Evolutionary Algorithms: A Comprehensive Survey

Swarm and Evolutionary Computation

Falcón-Cardona, J.G.; Hernández Gómez, R.; Coello Coello, C.A.; Castillo Tapia, M.G.

Article / A Novel Parametric benchmark generator for dynamic multimodal optimization

Swarm and Evolutionary Computation

Ahrari, A.; Elsayed, S.; Sarker, R.; Essam, D.; Coello, C.A.C.

Article / On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms

IEEE Transactions on Evolutionary Computation

Falcon-Cardona, J.G.; Ishibuchi, H.; Coello Coello, C.A.; Emmerich, M.