Constraint-handling in genetic algorithms through the use of dominance-based tournament selection. - Carlos A. Coello Coello; Efrén Mezura-Montes (Adv. Eng. Informatics, 2002)

Adding a diversity mechanism to a simple evolution strategy to solve constrained optimization problems. - Efrén Mezura-Montes; Carlos A. Coello Coello (IEEE Congress on Evolutionary Computation, 2003)

Multiobjective-Based Concepts to Handle Constraints in Evolutionary Algorithms. - Efrén Mezura-Montes; Carlos A. Coello Coello (ENC, 2003)

A Simple Evolution Strategy to Solve Constrained Optimization Problems. - Efrén Mezura-Montes; Carlos A. Coello Coello (GECCO, 2003)

Engineering Optimization Using a Simple Evolutionary Algorithm. - Efrén Mezura-Montes; Carlos A. Coello Coello; Ricardo Landa Becerra (ICTAI, 2003)

An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy. - Efrén Mezura-Montes; Carlos A. Coello Coello (GECCO (1), 2004)

Simple Feasibility Rules and Differential Evolution for Constrained Optimization. - Efrén Mezura-Montes; Carlos A. Coello Coello; Edy I. Tun-Morales (MICAI, 2004)

Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms. - Efrén Mezura-Montes; Carlos A. Coello Coello (Evolutionary Multiobjective Optimization, 2005)

Identifying on-line behavior and some sources of difficulty in two competitive approaches for constrained optimization. - Efrén Mezura-Montes; Carlos A. Coello Coello (Congress on Evolutionary Computation, 2005)

Saving Evaluations in Differential Evolution for Constrained Optimization. - Efrén Mezura-Montes; Carlos A. Coello Coello (ENC, 2005)

Promising infeasibility and multiple offspring incorporated to differential evolution for constrained optimization. - Efrén Mezura-Montes; Jesús Velázquez-Reyes; Carlos A. Coello Coello (GECCO, 2005)

Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms. - Efrén Mezura-Montes; Carlos A. Coello Coello (MICAI, 2005)

A simple multimembered evolution strategy to solve constrained optimization problems. - Efrén Mezura-Montes; Carlos A. Coello Coello (IEEE Trans. Evol. Comput., 2005)

Modified Differential Evolution for Constrained Optimization. - Efrén Mezura-Montes; Jesús Velázquez-Reyes; Carlos A. Coello Coello (IEEE Congress on Evolutionary Computation, 2006)

A comparative study of differential evolution variants for global optimization. - Efrén Mezura-Montes; Jesús Velázquez-Reyes; Carlos A. Coello Coello (GECCO, 2006)

Comparing bio-inspired algorithms in constrained optimization problems. - Efrén Mezura-Montes; Blanca Cecilia López-Ramírez (IEEE Congress on Evolutionary Computation, 2007)

An ant system with steps counter for the job shop scheduling problem. - Emanuel Tellez-Emiquez; Efrén Mezura-Montes; Carlos A. Coello Coello (IEEE Congress on Evolutionary Computation, 2007)

Evolutionary Computation. A Unified Approach. Kenneth A. De Jong. (2006, MIT Press.) 256 pages. - Efrén Mezura-Montes (Artif. Life, 2007)

A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization. - Efrén Mezura-Montes; Lucía Muñoz-Dávila; Carlos A. Coello Coello (NICSO, 2007)

Constrained Optimization via Multiobjective Evolutionary Algorithms. - Efrén Mezura-Montes; Carlos A. Coello Coello (Multiobjective Problem Solving from Nature, 2008)

Dynamic adaptation and multiobjective concepts in a particle swarm optimizer for constrained optimization. - Jorge Isacc Flores-Mendoza; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2008)

Looking Inside Particle Swarm Optimization in Constrained Search Spaces. - Jorge Isacc Flores-Mendoza; Efrén Mezura-Montes (MICAI, 2008)

An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem. - Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores; Carlos A. Coello Coello; Jaime Álvarez-Gallegos; Carlos Alberto Cruz Villar (Advances in Metaheuristics for Hard Optimization, 2008)

An empirical study about the usefulness of evolution strategies to solve constrained optimization problems. - Efrén Mezura-Montes; Carlos A. Coello Coello (Int. J. Gen. Syst., 2008)

Parameter control in Differential Evolution for constrained optimization. - Efrén Mezura-Montes; A. G. Palomeque-Ortiz (IEEE Congress on Evolutionary Computation, 2009)

A Genetic Algorithm with repair and local search mechanisms able to find minimal length addition chains for small exponents. - Luis Guillermo Osorio-Hernández; Efrén Mezura-Montes; Nareli Cruz Cortés; Francisco Rodríguez-Henríquez (IEEE Congress on Evolutionary Computation, 2009)

Adaptive evolution: an efficient heuristic for global optimization. - Francisco Viveros Jiménez; Efrén Mezura-Montes; Alexander F. Gelbukh (GECCO, 2009)

Elitistic Evolution: An Efficient Heuristic for Global Optimization. - Francisco Viveros Jiménez; Efrén Mezura-Montes; Alexander F. Gelbukh (ICANNGA, 2009)

Improved Particle Swarm Optimization in Constrained Numerical Search Spaces. - Efrén Mezura-Montes; Jorge Isacc Flores-Mendoza (Nature-Inspired Algorithms for Optimisation, 2009)

Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization. - Efrén Mezura-Montes; Mauricio Damian-Araoz; Omar Cetina-Dominguez (IEEE Congress on Evolutionary Computation, 2010)

Elitist Artificial Bee Colony for constrained real-parameter optimization. - Efrén Mezura-Montes; Ramiro Ernesto Velez-Koeppel (IEEE Congress on Evolutionary Computation, 2010)

MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization. - Alfredo Arias Montaño; Carlos A. Coello Coello; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2010)

pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization. - Alfredo Arias Montaño; Carlos A. Coello Coello; Efrén Mezura-Montes (PPSN (2), 2010)

Differential evolution in constrained numerical optimization: An empirical study. - Efrén Mezura-Montes; Mariana Edith Miranda-Varela; Rubí del Carmen Gómez-Ramón (Inf. Sci., 2010)

Addition chain length minimization with evolutionary programming. - Saúl Domínguez-Isidro; Efrén Mezura-Montes; Luis Guillermo Osorio-Hernández (GECCO (Companion), 2011)

Times Series Discretization Using Evolutionary Programming. - Fernando Rechy-Ramírez; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (MICAI (2), 2011)

Parametric reconfiguration improvement in non-iterative concurrent mechatronic design using an evolutionary-based approach. - Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Jaime Álvarez-Gallegos; Carlos Artemio Coello Coello; Carlos Alberto Cruz Villar; Miguel Gabriel Villarreal-Cervantes (Eng. Appl. Artif. Intell., 2011)

Constraint-handling in nature-inspired numerical optimization: Past, present and future. - Efrén Mezura-Montes; Carlos A. Coello Coello (Swarm Evol. Comput., 2011)

Evolutionary Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization. - Alfredo Arias Montaño; Carlos A. Coello Coello; Efrén Mezura-Montes (Computational Optimization, Methods and Algorithms, 2011)

Adaptation and local search in the modified bacterial foraging algorithm for constrained optimization. - Efrén Mezura-Montes; Elyar A. Lopez-Davila (IEEE Congress on Evolutionary Computation, 2012)

Multi-objective airfoil shape optimization using a multiple-surrogate approach. - Alfredo Arias Montaño; Carlos A. Coello Coello; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2012)

A Combination of Specialized Differential Evolution Variants for Constrained Optimization. - Luis-Alfredo Gordián-Rivera; Efrén Mezura-Montes (IBERAMIA, 2012)

A Comparative Study of Intelligent Bio-inspired Algorithms Applied to Minimizing Cyclic Instability in Intelligent Environments. - Leoncio A. Romero; Víctor Zamudio; Rosario Baltazar; Marco Aurelio Sotelo-Figueroa; Carlos Lino Ramírez; Efrén Mezura-Montes; Vic Callaghan (Intelligent Environments (Workshops), 2012)

Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. - Maria Yaneli Ameca-Alducin; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Enrique Martín-Del-Campo-Mena; Nancy Pérez-Castro; Héctor-Gabriel Acosta-Mesa (MICAI (1), 2012)

Robotic Behavior Implementation Using Two Different Differential Evolution Variants. - Víctor Ricardo Cruz-Álvarez; Fernando Montes-González; Efrén Mezura-Montes; José Santos Reyes (MICAI (1), 2012)

Empirical analysis of a modified Artificial Bee Colony for constrained numerical optimization. - Efrén Mezura-Montes; Omar Cetina-Dominguez (Appl. Math. Comput., 2012)

A Comparison between Metaheuristics as Strategies for Minimizing Cyclic Instability in Ambient Intelligence. - Leoncio A. Romero; Víctor Zamudio; Rosario Baltazar; Efrén Mezura-Montes; Marco Sotelo; Vic Callaghan (Sensors, 2012)

Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering. - Alfredo Arias Montaño; Carlos A. Coello Coello; Efrén Mezura-Montes (IEEE Trans. Evol. Comput., 2012)

Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies. - Janez Brest; Borko Boskovic; Ales Zamuda; Iztok Fister 001; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2013)

Memetic differential evolution for constrained numerical optimization problems. - Saúl Domínguez-Isidro; Efrén Mezura-Montes; Guillermo Leguizamón (IEEE Congress on Evolutionary Computation, 2013)

Particle Swarm Optimizer for constrained optimization. - Samir M. Mohamed Elsayed; Ruhul A. Sarker; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2013)

A review of the bacterial foraging algorithm in constrained numerical optimization. - Betania Hernández-Ocaña; Efrén Mezura-Montes; Pilar Pozos Parra (IEEE Congress on Evolutionary Computation, 2013)

A hybrid version of differential evolution with two differential mutation operators applied by stages. - Sebastián Alejandro Hernández; Guillermo Leguizamón; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2013)

Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization. - Ales Zamuda; Janez Brest; Efrén Mezura-Montes (IEEE Congress on Evolutionary Computation, 2013)

Genetic Algorithms and Differential Evolution Algorithms Applied to Cyclic Instability Problem in Intelligent Environments with Nomadics Agents. - Alejandro Sosa; Víctor Zamudio; Rosario Baltazar; Vic Callaghan; Efrén Mezura-Montes (Intelligent Environments (Workshops), 2013)

Hybridization of Differential Evolution using Hill Climbing to solve Constrained Optimization Problems. - Sebastián Alejandro Hernández; Guillermo Leguizamón; Efrén Mezura-Montes (Inteligencia Artif., 2013)

Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. - Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Maria Yaneli Ameca-Alducin; Enrique Martín-Del-Campo-Mena; Héctor-Gabriel Acosta-Mesa; Nancy Pérez-Castro; Alejandro Guerra-Hernández; Guillermo de Jesús Hoyos-Rivera; Rocío-Erandi Barrientos-Martínez (Comput. Math. Methods Medicine, 2013)

An Image Registration Method for Colposcopic Images. - Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Ramírez-Garcés Darío-del-Sinaí; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (Comput. Math. Methods Medicine, 2013)

Differential evolution with combined variants for dynamic constrained optimization. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (IEEE Congress on Evolutionary Computation, 2014)

Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization. - Betania Hernández-Ocaña; Maria del Pilar Pozos Parra; Efrén Mezura-Montes (GECCO, 2014)

Synthesis of a planar four-bar mechanism for position control using the harmony search algorithm. - Álvaro Sánchez-Márquez; Eduardo Vega-Alvarado; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes (CCE, 2014)

Performance comparison of local search operators in differential evolution for constrained numerical optimization problems. - Saúl Domínguez-Isidro; Efrén Mezura-Montes; Guillermo Leguizamón (SDE, 2014)

Approximated algorithms for the minimum dilation triangulation problem. - Maria Gisela Dorzán; Mario Guillermo Leguizamón; Efrén Mezura-Montes; Gregorio Hernández-Peñalver (J. Heuristics, 2014)

Optimum synthesis of a four-bar mechanism using the modified bacterial foraging algorithm. - Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores; Betania Hernández-Ocaña (Int. J. Syst. Sci., 2014)

Self-adaptive mix of particle swarm methodologies for constrained optimization. - Saber M. Elsayed; Ruhul A. Sarker; Efrén Mezura-Montes (Inf. Sci., 2014)

Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. - Héctor-Gabriel Acosta-Mesa; Fernando Rechy-Ramírez; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Rodolfo Hernández-Jiménez (J. Biomed. Informatics, 2014)

A novel boundary constraint-handling technique for constrained numerical optimization problems. - Efrén Juárez-Castillo; Nancy Pérez-Castro; Efrén Mezura-Montes (CEC, 2015)

Immune Generalized Differential Evolution for dynamic multiobjective optimization problems. - Maria-Guadalupe Martinez-Penaloza; Efrén Mezura-Montes (CEC, 2015)

A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (GECCO, 2015)

Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (GECCO (Companion), 2015)

A Performance Prediction Model for Database Environments: A Preliminary Analysis. - Jesus Flores-Contreras; Carlos Ruiz; Pablo Salazar; Hector A. Duran-Limon; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa (HPCC/CSS/ICESS, 2015)

An Efficient Numerical Approximation for the Monge-Kantorovich Mass Transfer Problem. - Martha L. Avendaño-Garrido; J. Rigoberto Gabriel-Arguelles; Ligia Quintana-Torres; Efrén Mezura-Montes (MOD, 2015)

Surrogate-Assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems. - Mariana Edith Miranda-Varela; Efrén Mezura-Montes (SocProS (1), 2015)

Evolutionary programming for the length minimization of addition chains. - Saúl Domínguez-Isidro; Efrén Mezura-Montes; Luis Guillermo Osorio-Hernández (Eng. Appl. Artif. Intell., 2015)

Towards an improvement of variable interaction identification for large-scale constrained problems. - Adan E. Aguilar-Justo; Efrén Mezura-Montes (CEC, 2016)

A study of constraint-handling techniques in brain storm optimization. - Adriana Cervantes-Castillo; Efrén Mezura-Montes (CEC, 2016)

Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns. - Aldo Márquez-Grajales; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Rodolfo Hernández-Jiménez (CEC, 2016)

μJADEε: Micro adaptive differential evolution to solve constrained optimization problems. - Aldo Márquez-Grajales; Efrén Mezura-Montes (CEC, 2016)

Feature selection to detect fallen pose using depth images. - Carolina Maldonado-Mendez; Homero V. Ríos-Figueroa; Efrén Mezura-Montes; Antonio Marín-Hernández (CONIELECOMP, 2016)

Evolutionary bacterial foraging algorithm to solve constraint numerical optimization problems. - Betania Hernández-Ocaña; Efrén Mezura-Montes; Maria del Pilar Pozos Parra (LANMR, 2016)

On the Use of Semantics in Multi-objective Genetic Programming. - Edgar Galván López; Efrén Mezura-Montes; Ouassim Ait ElHara; Marc Schoenauer (PPSN, 2016)

A metaheuristic for a numerical approximation to the mass transfer problem. - Martha L. Avendaño-Garrido; José Rigoberto Gabriel-Argüelles; Ligia Quintana-Torres; Efrén Mezura-Montes (Int. J. Appl. Math. Comput. Sci., 2016)

Two-Swim Operators in the Modified Bacterial Foraging Algorithm for the Optimal Synthesis of Four-Bar Mechanisms. - Betania Hernández-Ocaña; Maria del Pilar Pozos Parra; Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores; Eduardo Vega-Alvarado; María Bárbara Calva-Yáñez (Comput. Intell. Neurosci., 2016)

Reducing losses due to lack of supply in a manufacturing company using a mixed-integer linear programming model. - José Alfredo Jiménez-García; Javier Yáñez-Mendiola; José Martín Medina-Flores; Efrén Mezura-Montes; José Antonio Vázquez-López (Int. J. Comb. Optim. Probl. Informatics, 2016)

A Memetic Algorithm Applied to the Optimal Design of a Planar Mechanism for Trajectory Tracking. - Eduardo Vega-Alvarado; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Leticia Flores-Pulido; María Bárbara Calva-Yáñez (Polibits, 2016)

Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spaces. - Efrén Juárez-Castillo; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (CEC, 2017)

An experimental comparison of two constraint handling approaches used with differential evolution. - Saku Kukkonen; Efrén Mezura-Montes (CEC, 2017)

Full Model Selection issue in temporal data through evolutionary algorithms: A brief review. - Nancy Pérez-Castro; Aldo Márquez-Grajales; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (CEC, 2017)

Study of direct local search operators influence in memetic differential evolution for constrained numerical optimization problems. - Saúl Domínguez-Isidro; Efrén Mezura-Montes (CONIELECOMP, 2017)

The baldwin effect on a memetic differential evolution for constrained numerical optimization problems. - Saúl Domínguez-Isidro; Efrén Mezura-Montes (GECCO (Companion), 2017)

Constraint-Handling Techniques for the Concurrent Design of a Five-Bar Parallel Robot. - Héctor Cervantes-Culebro; Carlos Alberto Cruz Villar; Maria-Guadalupe Martinez-Penaloza; Efrén Mezura-Montes (IEEE Access, 2017)

An Improved Centroid-Based Boundary Constraint-Handling Method in Differential Evolution for Constrained Optimization. - Efrén Juárez-Castillo; Nancy Pérez-Castro; Efrén Mezura-Montes (Int. J. Pattern Recognit. Artif. Intell., 2017)

Improved multi-objective clustering with automatic determination of the number of clusters. - Maria-Guadalupe Martinez-Penaloza; Efrén Mezura-Montes; Nicandro Cruz-Ramírez; Héctor-Gabriel Acosta-Mesa; Homero Vladimir Ríos-Figueroa (Neural Comput. Appl., 2017)

Comparativo empírico de medidas de diversidad en problemas de optimización evolutiva con restricciones. - Luis Enrique Contreras-Varela; Efrén Mezura-Montes (Res. Comput. Sci., 2017)

Evolución diferencial con memoria de parámetros para la optimización de mecanismos de cuatro barras. - Maury-Faney Zapata-Zapata; Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores (Res. Comput. Sci., 2017)

A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. - Maria Yaneli Ameca-Alducin; Maryam Hasani-Shoreh; Wilson Blaikie; Frank Neumann 001; Efrén Mezura-Montes (CEC, 2018)

A Diversity Promotion Study in Constrained Optimizations. - Luis Enrique Contreras-Varela; Efrén Mezura-Montes (CEC, 2018)

Constraint-handling techniques in surrogate-assisted evolutionary optimization. An empirical study. - Mariana Edith Miranda-Varela; Efrén Mezura-Montes (Appl. Soft Comput., 2018)

Immune Generalized Differential Evolution for dynamic multi-objective environments: An empirical study. - Maria-Guadalupe Martinez-Penaloza; Efrén Mezura-Montes (Knowl. Based Syst., 2018)

Differential evolution based adaptation for the direct current motor velocity control parameters. - Miguel Gabriel Villarreal-Cervantes; Efrén Mezura-Montes; José Yaír Guzmán-Gaspar (Math. Comput. Simul., 2018)

Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study. - Maria Yaneli Ameca-Alducin; Efrén Mezura-Montes; Nicandro Cruz-Ramírez (Soft Comput., 2018)

A cost-benefit local search coordination in multimeme differential evolution for constrained numerical optimization problems. - Saúl Domínguez-Isidro; Efrén Mezura-Montes (Swarm Evol. Comput., 2018)

Robust Optimization Over Time with Differential Evolution using an Average Time Approach. - José Yaír Guzmán-Gaspar; Efrén Mezura-Montes (CEC, 2019)

A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (CEC, 2019)

Differential Evolution Variants in Robust Optimization Over Time. - José Yaír Guzmán-Gaspar; Efrén Mezura-Montes (CONIELECOMP, 2019)

A Graph-Theory-Based Method for Topological and Dimensional Representation of Planar Mechanisms as a Computational Tool for Engineering Design. - Eric Santiago-Valentín; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Eduardo Vega-Alvarado; María Bárbara Calva-Yáñez; Martin Pedroza-Villalba (IEEE Access, 2019)

Corner detection of intensity images with cellular neural networks (CNN) and evolutionary techniques. - Erik Cuevas; Margarita-Arimatea Díaz-Cortés; Efrén Mezura-Montes (Neurocomputing, 2019)

Adaptive boundary constraint-handling scheme for constrained optimization. - Efrén Juárez-Castillo; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (Soft Comput., 2019)

A local cooperative approach to solve large-scale constrained optimization problems. - Adan E. Aguilar-Justo; Efrén Mezura-Montes (Swarm Evol. Comput., 2019)

Smart Grid Optimization with the Advanced jSO Algorithm. - Fabricio Loor; Mario Guillermo Leguizamón; Efrén Mezura-Montes (CACIC, 2020)

Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems. - Saber M. Elsayed; Ruhul A. Sarker; Noha M. Hamza; Carlos A. Coello Coello; Efrén Mezura-Montes (CEC, 2020)

Boundary Constraint-Handling Methods in Differential Evolution for Mechanical Design Optimization. - Sebastián-José de-la-Cruz-Martínez; Efrén Mezura-Montes (CEC, 2020)

A surrogate-assisted metaheuristic for bilevel optimization. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (GECCO, 2020)

A modified brain storm optimization algorithm with a special operator to solve constrained optimization problems. - Adriana Cervantes-Castillo; Efrén Mezura-Montes (Appl. Intell., 2020)

Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem. - Alejandro Rodríguez-Molina; Efrén Mezura-Montes; Miguel Gabriel Villarreal-Cervantes; Mario Aldape-Pérez (Appl. Soft Comput., 2020)

A multi-breakpoints approach for symbolic discretization of time series. - Aldo Márquez-Grajales; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Mario Graff (Knowl. Inf. Syst., 2020)

A permutational-based Differential Evolution algorithm for feature subset selection. - Rafael Rivera-López; Efrén Mezura-Montes; Juana Canul-Reich; Marco Antonio Cruz-Chávez (Pattern Recognit. Lett., 2020)

Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization. - Gustavo Adolfo Vargas Hakim; Efrén Mezura-Montes (Res. Comput. Sci., 2020)

Calibración de hiperparámetros para la clasificación de requisitos de software mediante evolución diferencial. - J. Manuel Pérez-Verdejo; Efrén Mezura-Montes; Ángel Juan Sánchez-García; Jorge Octavio Ocharán-Hernández (Res. Comput. Sci., 2020)

Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis. - Alejandro Platas-López; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Alejandro Guerra-Hernández (Res. Comput. Sci., 2020)

Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition. - Vicente Josué Aguilera Rueda; Nicandro Cruz-Ramírez; Efrén Mezura-Montes (Res. Comput. Sci., 2020)

Elements of C-LSHADE Algorithm: An Empirical Study on Mechatronic Design Problems. - Sebastián-José de-la-Cruz-Martínez; Efrén Mezura-Montes (Res. Comput. Sci., 2020)

Feature Selection on 2D and 3D Geometric Features to Improve Facial Expression Recognition. - Vianney Perez-Gomez; Homero V. Ríos-Figueroa; Ericka-Janet Rechy-Ramírez; Efrén Mezura-Montes; Antonio Marín-Hernández (Sensors, 2020)

Metaheuristics to solve grouping problems: A review and a case study. - Octavio Ramos-Figueroa; Marcela Quiroz-Castellanos; Efrén Mezura-Montes; Oliver Schütze 001 (Swarm Evol. Comput., 2020)

Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques. - Viviana Yarel Rosales-Morales; Nicandro Cruz-Ramírez; Laura Nely Sánchez-Morales; Giner Alor-Hernández; Marcela Quiroz-Castellanos; Efrén Mezura-Montes (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Evolutionary Algorithms for Searching Almost-Equienergetic Graphs. - Aarón Jiménez-Aparicio; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (CEC, 2021)

Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images. - Juan-Antonio Rodríguez-de-la-Cruz; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (CEC, 2021)

Hybrid encodings for neuroevolution of convolutional neural networks: a case study. - Gustavo Adolfo Vargas Hakim; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (GECCO Companion, 2021)

Generating multi-objective bilevel optimization problems with multiple non-cooperative followers. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (GECCO Companion, 2021)

Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish. - José-Clemente Hernández-Hernández; Efrén Mezura-Montes; Guillermo de Jesús Hoyos-Rivera; Omar Rodríguez López (MCPR, 2021)

Automated parameter tuning as a bilevel optimization problem solved by a surrogate-assisted population-based approach. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes; Marcela Quiroz-Castellanos (Appl. Intell., 2021)

Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns. - Aldo Márquez-Grajales; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Rodolfo Hernández-Jiménez; Nancy Pérez-Castro; Adan E. Aguilar-Justo; Fernando Salas-Martínez (Biomed. Signal Process. Control., 2021)

A regression tree predictive model for virtual machine startup time in IaaS clouds. - Yatheendraprakash Govindaraju; Hector A. Duran-Limon; Efrén Mezura-Montes (Clust. Comput., 2021)

Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation. - María-Guadalupe Martínez-Peñaloza; Efrén Mezura-Montes; Alicia Morales-Reyes; Hernán E. Aguirre (Int. J. Bio Inspired Comput., 2021)

Cooperative Coevolutionary Particle Swarms using Fuzzy Logic for Large Scale Optimization. - Fabiola Patricia Paz; Guillermo Leguizamón; Efrén Mezura-Montes (J. Comput. Sci. Technol., 2021)

Requirements and GitHub Issues: An Automated Approach for Quality Requirements Classification. - J. Manuel Pérez-Verdejo; Ángel Juan Sánchez-García; Jorge Octavio Ocharán-Hernández; Efrén Mezura-Montes; Karen Cortés Verdín (Program. Comput. Softw., 2021)

A multi-objective genetic algorithm to find active modules in multiplex biological networks. - Elva María Novoa-del-Toro; Efrén Mezura-Montes; Matthieu Vignes; Morgane Térézol; Frédérique Magdinier; Laurent Tichit; Anaïs Baudot (PLoS Comput. Biol., 2021)

Variation Operators for Grouping Genetic Algorithms: A Review. - Octavio Ramos-Figueroa; Marcela Quiroz-Castellanos; Efrén Mezura-Montes; Rupak Kharel (Swarm Evol. Comput., 2021)

Adaptive Controller Tuning Method Based on Online Multiobjective Optimization: A Case Study of the Four-Bar Mechanism. - Alejandro Rodríguez-Molina; Miguel Gabriel Villarreal-Cervantes; Efrén Mezura-Montes; Mario Aldape-Pérez (IEEE Trans. Cybern., 2021)

Optimization of a state feedback controller using a PSO algorithm. - Diego Tristán-Rodríguez; Rubén Garrido; Efrén Mezura-Montes (CASE, 2022)

An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. - Daniel Molina Pérez; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Eduardo Vega-Alvarado (CEC, 2022)

A novel evolutionary framework based on a family concept for solving multi-objective bilevel optimization problems. - Jesús-Adolfo Mejía-de-Dios; Alejandro Rodríguez-Molina; Efrén Mezura-Montes (GECCO Companion, 2022)

Tuning of a Modified Model Reference Adaptive Controller using a PSO Algorithm. - Diego Tristán-Rodríguez; Rubén Garrido; Efrén Mezura-Montes (CCE, 2022)

Feature Construction, Feature Reduction and Search Space Reduction Using Genetic Programming. - David Herrera-Sánchez; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (ISCMI, 2022)

Pseudo-feasible solutions in evolutionary bilevel optimization: Test problems and performance assessment. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes; Porfirio Toledo Hernández (Appl. Math. Comput., 2022)

Spectral Richness PSO algorithm for parameter identification of dynamical systems under non-ideal excitation conditions. - Ricardo Cortez; Rubén Garrido; Efrén Mezura-Montes (Appl. Soft Comput., 2022)

A socio-physics based hybrid metaheuristic for solving complex non-convex constrained optimization problems. - Ishaan R. Kale; Anand J. Kulkarni; Efrén Mezura-Montes (CoRR, 2022)

An Experimental Study of Grouping Crossover Operators for the Bin Packing Problem. - Stephanie Amador-Larrea; Marcela Quiroz-Castellanos; Guillermo de Jesús Hoyos-Rivera; Efrén Mezura-Montes (Computación y Sistemas, 2022)

Balanceo de clases mediante evolución diferencial. - Rafael Muñoz-Cervantes; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (Res. Comput. Sci., 2022)

Induction of decision trees as classification models through metaheuristics. - Rafael Rivera-López; Juana Canul-Reich; Efrén Mezura-Montes; Marco Antonio Cruz-Chávez (Swarm Evol. Comput., 2022)

A Review on Convolutional Neural Network Encodings for Neuroevolution. - Gustavo Adolfo Vargas Hakim; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (IEEE Trans. Evol. Comput., 2022)

Metaheuristics: A Julia Package for Single- and Multi-Objective Optimization. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (Zenodo, 2022)

Metaheuristics: A Julia Package for Single- and Multi-Objective Optimization. - Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (J. Open Source Softw., 2022)

A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem. - Rocío Salinas-Guerra; Efrén Mezura-Montes; Marcela Quiroz-Castellanos; Jesús-Adolfo Mejía-de-Dios; Slim Bechikh (CEC, 2023)

A new solution encoding scheme for solving the Flexible Job-Shop Scheduling Problem. - Juan Carlos Benjamín Somohano-Murrieta; Efrén Mezura-Montes; Marcela Quiroz-Castellanos (CEC, 2023)

Active Disturbance Rejection Control: Tuning by PSO Considering Stability Conditions. - Diego Tristán-Rodríguez; Olga Jiménez Morales; Rubén Garrido; Efrén Mezura-Montes (CoDIT, 2023)

Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution. - Jesús-Arnulfo Barradas-Palmeros; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Rafael Rivera-López (MCPR, 2023)

Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution. - Jesús-Arnulfo Barradas-Palmeros; Rafael Rivera-López; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa (WILE/HIS/CIAPP@MICAI, 2023)

Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images. - José Antonio Fuentes-Tomás; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Rodolfo Hernández-Jiménez (WILE/HIS/CIAPP@MICAI, 2023)

Auto Machine Learning Based on Genetic Programming for Medical Image Classification. - David Herrera-Sánchez; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (WILE/HIS/CIAPP@MICAI, 2023)

A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters. - Carlos-Alberto López-Herrera; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (WILE/HIS/CIAPP@MICAI, 2023)

Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution. - Adriana Laura López-Lobato; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (WILE/HIS/CIAPP@MICAI, 2023)

Use of a Surrogate Model for Symbolic Discretization of Temporal Data Sets Through eMODiTS and a Training Set with Varying-Sized Instances. - Aldo Márquez-Grajales; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Fernando Salas-Martínez (WILE/HIS/CIAPP@MICAI, 2023)

Comparative Study of the Starting Stage of Adaptive Differential Evolution on the Induction of Oblique Decision Trees. - Miguel Ángel Morales-Hernández; Rafael Rivera-López; Efrén Mezura-Montes; Juana Canul-Reich; Marco Antonio Cruz-Chávez (WILE/HIS/CIAPP@MICAI, 2023)

An Improved Estimation of Distribution Algorithm for Mixed-Integer Nonlinear Programming Problems: EDAIImv. - Daniel Molina Pérez; Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores; Eduardo Vega-Alvarado (Computación y Sistemas (CyS), 2023)

Selección de características de representaciones de texto de BETO usando un algoritmo genético. - Juan José Guzmán-Landa; José-Clemente Hernández-Hernández; Guillermo de Jesús Hoyos-Rivera; Efrén Mezura-Montes (Res. Comput. Sci., 2023)

Inducción de árboles de decisión oblicuos utilizando dos variantes de evolución diferencial adaptiva. - Miguel Ángel Morales-Hernández; Rafael Rivera-López; Efrén Mezura-Montes (Res. Comput. Sci., 2023)

dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution. - Alejandro Platas-López; Alejandro Guerra-Hernández; Francisco Grimaldo 001; Nicandro Cruz-Ramírez; Efrén Mezura-Montes; Marcela Quiroz-Castellanos (SoftwareX, 2023)

Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis. - Marwa Chabbouh; Slim Bechikh; Efrén Mezura-Montes; Lamjed Ben Said (Neural Comput. Appl., 2023)

G-DEmi Raw data and codes. - Daniel Molina Pérez; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Eduardo Vega-Alvarado; María Bárbara Calva-Yáñez (Zenodo, 2023)

Multiobjective Bilevel Optimization: A Survey of the State-of-the-Art. - Jesús-Adolfo Mejía-de-Dios; Alejandro Rodríguez-Molina; Efrén Mezura-Montes (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution. - Jesús-Arnulfo Barradas-Palmeros; Efrén Mezura-Montes; Rafael Rivera-López; Héctor-Gabriel Acosta-Mesa (CEC, 2024)

Shifting Color Space for Image Classification using Genetic Programming. - David Herrera-Sánchez; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Aldo Márquez-Grajales (GECCO Companion, 2024)

Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. - José-David Velazco-Muñoz; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (MCPR, 2024)

Efficient Neural Architecture Search: Computational Cost Reduction Mechanisms in DeepGA. - Jesús-Arnulfo Barradas-Palmeros; Carlos-Alberto López-Herrera; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (MICAI (Workshops 2), 2024)

Experimental Study for Automatic Feature Construction to Segment Images of Lungs Affected by COVID-19 Using Genetic Programming. - David Herrera-Sánchez; José Antonio Fuentes-Tomás; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (MICAI (Workshops 2), 2024)

Prediction of Epileptic Seizure Using Neuroevolved Spiking Neural Network. - Carlos-Alberto López-Herrera; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes; Jesús-Arnulfo Barradas-Palmeros (MICAI (Workshops 2), 2024)

Computational Time Reduction in the Induction of Convolutional Decision Trees. - Adriana Laura López-Lobato; Héctor-Gabriel Acosta-Mesa; Efrén Mezura-Montes (MICAI (Workshops 2), 2024)

Explainable AI Through Decision Trees for Black-Box Models Used to Support Bacterial Vaginosis Diagnosis. - Rafael Rivera-López; Juana Canul-Reich; Erick De-La-Cruz-Hernandez; Héctor Gibrán Ceballos-Cancino; Efrén Mezura-Montes; Marco Antonio Cruz-Chávez (MICAI (Workshops 2), 2024)

Evolutionary Semi-Vectorial Bilevel Optimization in the mechanical and control design of systems. - Alejandro Rodríguez-Molina; Jesús-Adolfo Mejía-de-Dios; Efrén Mezura-Montes (Eng. Appl. Artif. Intell., 2024)

Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution. - Daniel Molina Pérez; Edgar Alfredo Portilla-Flores; Efrén Mezura-Montes; Eduardo Vega-Alvarado; María Bárbara Calva-Yáñez (PeerJ Comput. Sci., 2024)

A differential evolution algorithm for solving mixed-integer nonlinear programming problems. - Daniel Molina Pérez; Efrén Mezura-Montes; Edgar Alfredo Portilla-Flores; Eduardo Vega-Alvarado; María Bárbara Calva-Yáñez (Swarm Evol. Comput., 2024)

Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation. - José Antonio Fuentes-Tomás; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Aldo Márquez-Grajales (IEEE Trans. Evol. Comput., 2024)

Integrating a Fuzzy Fitness Function in Genetic Programming to Generate Breast Tissue Segmentation Models. - Ingrid-Aurora Valencia-Hernández; Carlos Alberto Reyes García; Alicia Morales-Reyes; Gabriela C. Lopez-Armas; José Antonio Fuentes-Tomás; Efrén Mezura-Montes (IEEE Access, 2025)

Editorial for Thematic Section: Advances in Pattern Recognition. - Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Computación y Sistemas (CyS), 2025)

Evolutionary optimization of the area under precision-recall curve for classifying imbalanced multi-class data. - Marwa Chabbouh; Slim Bechikh; Efrén Mezura-Montes; Lamjed Ben Said (J. Heuristics, 2025)

An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization. - Jesús-Adolfo Mejía-de-Dios; Alejandro Rodríguez-Molina; Efrén Mezura-Montes (IEEE Trans. Evol. Comput., 2025)

Feature selection, construction and search space reduction based on genetic programming for high-dimensional datasets. - David Herrera-Sánchez; Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; Aldo Márquez-Grajales (Neural Comput. Appl., 2025)