Efrén Mezura-Montes

206 papers A 8B 44C 1Journal 88Unranked 55
YearRankTypeTitle / Venue / Authors
2026 — ed.
Advances in Computational Intelligence. MICAI 2025 International Workshops - HIS 2025, CIAPP 2025, WILE 2025, CHARAL 2025, ECSI 2025 Workshops, Guanajuato, Mexico, November 3-7, 2025, Proceedings, Part II
MICAI (Workshops, 2)
Lourdes Martínez-Villaseñor, Roberto Antonio Vázquez, Gilberto Ochoa-Ruiz, Martín Montes Rivera, Saúl Zapotecas Martínez, María Lucía Barrón-Estrada, Efrén Mezura-Montes, Arturo Gomez Chavez
2025 — conf
A Fully Evolutionary Approach to Learn Bayesian Networks from Data.
MICAI (Workshops, 2)
Ulises-Ramsés Prado-Valderrábano, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2025 J jnl
An Efficient Data-Driven Framework for Detecting Infeasible Solutions in Multiobjective Evolutionary Bilevel Optimization.
IEEE Trans. Evol. Comput.
Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes
2025 — conf
Assessing the Impact of Network Regularizers on the Performance of Convolutional Neural Network Architectures Evolved by DeepGA.
ENC
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Carlos-Alberto López-Herrera, Francisco-Javier Hernández-Somohano
2025 — conf
Classification of Non-Functional Requirements Using Neuroevolution of Convolutional Neural Networks.
ENC
María-Saarayim González-Hernández, Efrén Mezura-Montes, Ángel Juan Sánchez-García
2025 J jnl
Differential Evolution for Feature Selection: A Systematic Literature Review.
Res. Comput. Sci.
Francisco-Javier Hernández-Somohano, Luz Ivana Correa Hernández, Jesús-Arnulfo Barradas-Palmeros, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2025 J jnl
Editorial for Thematic Section: Advances in Pattern Recognition.
Computación y Sistemas (CyS)
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2025 — conf
Evaluating Encoding of Neuron Configuration and Position in Neuroevolution of Liquid State Machines.
GECCO Companion
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2025 — conf
Evaluating Readout Strategies in Liquid State Machines: Coding Schemes, Classifiers, and Separability Metrics.
ENC
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Adriana Laura López-Lobato, Jesús-Arnulfo Barradas-Palmeros
2025 J jnl
Evolutionary optimization of the area under precision-recall curve for classifying imbalanced multi-class data.
J. Heuristics
Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, Lamjed Ben Said
2025 J jnl
Feature selection, construction and search space reduction based on genetic programming for high-dimensional datasets.
Neural Comput. Appl.
David Herrera-Sánchez, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales
2025 J jnl
Identification and Segmentation of Polyps in the Colon Applying Artificial Intelligence Techniques: A Systematic Literature Review.
Res. Comput. Sci.
Valentina Cardenas Moreno, Luz Ivana Correa Hernández, Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2025 J jnl
Integrating a Fuzzy Fitness Function in Genetic Programming to Generate Breast Tissue Segmentation Models.
IEEE Access
Ingrid-Aurora Valencia-Hernández, Carlos Alberto Reyes García, Alicia Morales-Reyes, Gabriela C. Lopez-Armas, José Antonio Fuentes-Tomás, Efrén Mezura-Montes
2025 — conf
Quantitative Comparison Between Heuristic and Automatic Design in Variational Quantum Circuits for the MaxCut Problem.
MICAI (Workshops, 2)
Emmanuel Isaac Juárez Caballero, Horacio Tapia-McClung, Efrén Mezura-Montes
2025 — conf
Surrogate-Assisted Genetic Programming in Efficient Neural Architecture Search for Image Segmentation.
GECCO Companion
José Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, David Herrera-Sánchez
2025 — conf
The Impact of Crossover and Mutation on Carbon Emissions in Real-Coded Genetic Algorithm: An Empirical Study.
MICAI (Workshops, 2)
Nancy Pérez-Castro, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2024 J jnl
A differential evolution algorithm for solving mixed-integer nonlinear programming problems.
Swarm Evol. Comput.
Daniel Molina Pérez, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez
2024 — ed.
Advances in Computational Intelligence. MICAI 2023 International Workshops - WILE 2023, HIS 2023, and CIAPP 2023, Yucatán, Mexico, November 13-18, 2023, Proceedings
WILE/HIS/CIAPP@MICAI
Hiram Calvo, Lourdes Martínez-Villaseñor, Hiram Ponce, Ramón Zataraín-Cabada, Martín Montes Rivera, Efrén Mezura-Montes
2024 B conf
Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution.
CEC
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Rafael Rivera-López, Héctor-Gabriel Acosta-Mesa
2024 — conf
Computational Time Reduction in the Induction of Convolutional Decision Trees.
MICAI (Workshops 2)
Adriana Laura López-Lobato, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2024 — conf
Efficient Neural Architecture Search: Computational Cost Reduction Mechanisms in DeepGA.
MICAI (Workshops 2)
Jesús-Arnulfo Barradas-Palmeros, Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2024 J jnl
Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution.
PeerJ Comput. Sci.
Daniel Molina Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez
2024 J jnl
Evolutionary Semi-Vectorial Bilevel Optimization in the mechanical and control design of systems.
Eng. Appl. Artif. Intell.
Alejandro Rodríguez-Molina, Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes
2024 — conf
Experimental Study for Automatic Feature Construction to Segment Images of Lungs Affected by COVID-19 Using Genetic Programming.
MICAI (Workshops 2)
David Herrera-Sánchez, José Antonio Fuentes-Tomás, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2024 — conf
Explainable AI Through Decision Trees for Black-Box Models Used to Support Bacterial Vaginosis Diagnosis.
MICAI (Workshops 2)
Rafael Rivera-López, Juana Canul-Reich, Erick De-La-Cruz-Hernández, Héctor Gibrán Ceballos-Cancino, Efrén Mezura-Montes, Marco Antonio Cruz-Chávez
2024 — ed.
Pattern Recognition - 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings
MCPR
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López
2024 — conf
Prediction of Epileptic Seizure Using Neuroevolved Spiking Neural Network.
MICAI (Workshops 2)
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Jesús-Arnulfo Barradas-Palmeros
2024 — conf
Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation.
MCPR
José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2024 — conf
Shifting Color Space for Image Classification using Genetic Programming.
GECCO Companion
David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Aldo Márquez-Grajales
2024 J jnl
Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation.
IEEE Trans. Evol. Comput.
José Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales
2023 B conf
A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem.
CEC
Rocío Salinas-Guerra, Efrén Mezura-Montes, Marcela Quiroz-Castellanos, Jesús-Adolfo Mejía-de-Dios, Slim Bechikh
2023 — conf
A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters.
WILE/HIS/CIAPP@MICAI
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2023 B conf
A new solution encoding scheme for solving the Flexible Job-Shop Scheduling Problem.
CEC
Juan Carlos Benjamín Somohano-Murrieta, Efrén Mezura-Montes, Marcela Quiroz-Castellanos
2023 C conf
Active Disturbance Rejection Control: Tuning by PSO Considering Stability Conditions.
CoDIT
Diego Tristán-Rodríguez, Olga Jiménez Morales, Rubén Garrido, Efrén Mezura-Montes
2023 J jnl
An Improved Estimation of Distribution Algorithm for Mixed-Integer Nonlinear Programming Problems: EDAIImv.
Computación y Sistemas (CyS)
Daniel Molina Pérez, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado
2023 — conf
Auto Machine Learning Based on Genetic Programming for Medical Image Classification.
WILE/HIS/CIAPP@MICAI
David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2023 — conf
Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution.
WILE/HIS/CIAPP@MICAI
Adriana Laura López-Lobato, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2023 — conf
Comparative Study of the Starting Stage of Adaptive Differential Evolution on the Induction of Oblique Decision Trees.
WILE/HIS/CIAPP@MICAI
Miguel Ángel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco Antonio Cruz-Chávez
2023 — conf
Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution.
WILE/HIS/CIAPP@MICAI
Jesús-Arnulfo Barradas-Palmeros, Rafael Rivera-López, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2023 — conf
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution.
MCPR
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Rafael Rivera-López
2023 J jnl
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis.
Neural Comput. Appl.
Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, Lamjed Ben Said
2023 J jnl
Improving Text Representations: A Systematic Literature Review.
Res. Comput. Sci.
José-Clemente Hernández-Hernández, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes
2023 J jnl
Inducción de árboles de decisión oblicuos utilizando dos variantes de evolución diferencial adaptiva.
Res. Comput. Sci.
Miguel Ángel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes
2023 J jnl
Induction of Convolutional Decision Trees with Differential Evolution for Image Segmentation.
Res. Comput. Sci.
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales, Rafael Rivera-López
2023 J jnl
Multiobjective Bilevel Optimization: A Survey of the State-of-the-Art.
IEEE Trans. Syst. Man Cybern. Syst.
Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes
2023 — conf
Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images.
WILE/HIS/CIAPP@MICAI
José Antonio Fuentes-Tomás, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez
2023 J jnl
Selección de características de representaciones de texto de BETO usando un algoritmo genético.
Res. Comput. Sci.
Juan José Guzmán-Landa, José-Clemente Hernández-Hernández, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes
2023 J jnl
Selection of a Fixed-Length Set of Biologically-Constrained Association Rules for Bacterial Vaginosis Diagnosis.
Res. Comput. Sci.
María Concepción Salvador-González, Juana Canul-Reich, Rafael Rivera-López, Efrén Mezura-Montes, Erick De-La-Cruz-Hernández
2023 J jnl
Sentiment Analysis Using Convolutional Neural Networks Generated by Neuroevolution.
Res. Comput. Sci.
José-Clemente Hernández-Hernández, Marcela Quiroz-Castellanos, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes
2023 J jnl
Spiking Neural Networks Codification Using Bio-Inspired Computation.
Res. Comput. Sci.
Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2023 — conf
Use of a Surrogate Model for Symbolic Discretization of Temporal Data Sets Through eMODiTS and a Training Set with Varying-Sized Instances.
WILE/HIS/CIAPP@MICAI
Aldo Márquez-Grajales, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Fernando Salas-Martínez
2023 J jnl
Vehicle Make and Model Recognition with Generation of New Classes Using Clustering Techniques.
Res. Comput. Sci.
José-Clemente Hernández-Hernández, Marcela Quiroz-Castellanos, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes
2023 J jnl
dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution.
SoftwareX
Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiroz-Castellanos
2022 J jnl
A Review on Convolutional Neural Network Encodings for Neuroevolution.
IEEE Trans. Evol. Comput.
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2022 — conf
A novel evolutionary framework based on a family concept for solving multi-objective bilevel optimization problems.
GECCO Companion
Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes
2022 J jnl
A socio-physics based hybrid metaheuristic for solving complex non-convex constrained optimization problems.
CoRR
Ishaan R. Kale, Anand J. Kulkarni, Efrén Mezura-Montes
2022 J jnl
An Experimental Study of Grouping Crossover Operators for the Bin Packing Problem.
Computación y Sistemas
Stephanie Amador-Larrea, Marcela Quiroz-Castellanos, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes
2022 B conf
An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems.
CEC
Daniel Molina Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado
2022 J jnl
Balanceo de clases mediante evolución diferencial.
Res. Comput. Sci.
Rafael Muñoz-Cervantes, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2022 — conf
Feature Construction, Feature Reduction and Search Space Reduction Using Genetic Programming.
ISCMI
David Herrera-Sánchez, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2022 J jnl
Induction of decision trees as classification models through metaheuristics.
Swarm Evol. Comput.
Rafael Rivera-López, Juana Canul-Reich, Efrén Mezura-Montes, Marco Antonio Cruz-Chávez
2022 J jnl
Metaheuristics: A Julia Package for Single- and Multi-Objective Optimization.
J. Open Source Softw.
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes
2022 — conf
Optimization of a state feedback controller using a PSO algorithm.
CASE
Diego Tristán-Rodríguez, Rubén Garrido, Efrén Mezura-Montes
2022 J jnl
Pseudo-feasible solutions in evolutionary bilevel optimization: Test problems and performance assessment.
Appl. Math. Comput.
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes, Porfirio Toledo Hernández
2022 J jnl
Spectral Richness PSO algorithm for parameter identification of dynamical systems under non-ideal excitation conditions.
Appl. Soft Comput.
Ricardo Cortez, Rubén Garrido, Efrén Mezura-Montes
2022 J jnl
Three Metrics for Building Association Rules Using Differential Evolution for Bacterial Vaginosis.
Res. Comput. Sci.
Freddy García-Fuentes, Juana Canul-Reich, Rafael Rivera-López, Efrén Mezura-Montes, Erick De-La-Cruz-Hernández
2022 — conf
Tuning of a Modified Model Reference Adaptive Controller using a PSO Algorithm.
CCE
Diego Tristán-Rodríguez, Rubén Garrido, Efrén Mezura-Montes
2021 J jnl
A multi-objective genetic algorithm to find active modules in multiplex biological networks.
PLoS Comput. Biol.
Elva María Novoa-del-Toro, Efrén Mezura-Montes, Matthieu Vignes, Morgane Térézol, Frédérique Magdinier, Laurent Tichit, Anaïs Baudot
2021 J jnl
A regression tree predictive model for virtual machine startup time in IaaS clouds.
Clust. Comput.
Yatheendraprakash Govindaraju, Hector A. Duran-Limon, Efrén Mezura-Montes
2021 J jnl
Adaptive Controller Tuning Method Based on Online Multiobjective Optimization: A Case Study of the Four-Bar Mechanism.
IEEE Trans. Cybern.
Alejandro Rodríguez-Molina, Miguel Gabriel Villarreal-Cervantes, Efrén Mezura-Montes, Mario Aldape-Pérez
2021 J jnl
Automated parameter tuning as a bilevel optimization problem solved by a surrogate-assisted population-based approach.
Appl. Intell.
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes, Marcela Quiroz-Castellanos
2021 J jnl
Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns.
Biomed. Signal Process. Control.
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez, Nancy Pérez-Castro, Adan E. Aguilar-Justo, Fernando Salas-Martínez
2021 J jnl
Cooperative Coevolutionary Particle Swarms using Fuzzy Logic for Large Scale Optimization.
J. Comput. Sci. Technol.
Fabiola Patricia Paz, Guillermo Leguizamón, Efrén Mezura-Montes
2021 J jnl
Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation.
Int. J. Bio Inspired Comput.
María-Guadalupe Martínez-Peñaloza, Efrén Mezura-Montes, Alicia Morales-Reyes, Hernán E. Aguirre
2021 B conf
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images.
CEC
Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2021 B conf
Evolutionary Algorithms for Searching Almost-Equienergetic Graphs.
CEC
Aarón Jiménez-Aparicio, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2021 — conf
Generating multi-objective bilevel optimization problems with multiple non-cooperative followers.
GECCO Companion
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes
2021 — conf
Hybrid encodings for neuroevolution of convolutional neural networks: a case study.
GECCO Companion
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa
2021 — conf
Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish.
MCPR
José-Clemente Hernández-Hernández, Efrén Mezura-Montes, Guillermo de Jesús Hoyos-Rivera, Omar Rodríguez López
2021 J jnl
Requirements and GitHub Issues: An Automated Approach for Quality Requirements Classification.
Program. Comput. Softw.
J. Manuel Pérez-Verdejo, Ángel Juan Sánchez-García, Jorge Octavio Ocharán-Hernández, Efrén Mezura-Montes, Karen Cortés Verdín
2021 J jnl
Variation Operators for Grouping Genetic Algorithms: A Review.
Swarm Evol. Comput.
Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes, Rupak Kharel
2020 J jnl
A modified brain storm optimization algorithm with a special operator to solve constrained optimization problems.
Appl. Intell.
Adriana Cervantes-Castillo, Efrén Mezura-Montes
2020 J jnl
A multi-breakpoints approach for symbolic discretization of time series.
Knowl. Inf. Syst.
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Mario Graff
2020 J jnl
A permutational-based Differential Evolution algorithm for feature subset selection.
Pattern Recognit. Lett.
Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco Antonio Cruz-Chávez
2020 A conf
A surrogate-assisted metaheuristic for bilevel optimization.
GECCO
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes
2020 B conf
Boundary Constraint-Handling Methods in Differential Evolution for Mechanical Design Optimization.
CEC
Sebastián-José de-la-Cruz-Martínez, Efrén Mezura-Montes
2020 J jnl
Calibración de hiperparámetros para la clasificación de requisitos de software mediante evolución diferencial.
Res. Comput. Sci.
J. Manuel Pérez-Verdejo, Efrén Mezura-Montes, Ángel Juan Sánchez-García, Jorge Octavio Ocharán-Hernández
2020 J jnl
Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition.
Res. Comput. Sci.
Vicente Josué Aguilera Rueda, Nicandro Cruz-Ramírez, Efrén Mezura-Montes
2020 J jnl
Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis.
Res. Comput. Sci.
Alejandro Platas-López, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Alejandro Guerra-Hernández
2020 J jnl
Elements of C-LSHADE Algorithm: An Empirical Study on Mechatronic Design Problems.
Res. Comput. Sci.
Sebastián-José de-la-Cruz-Martínez, Efrén Mezura-Montes
2020 B conf
Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems.
CEC
Saber M. Elsayed, Ruhul A. Sarker, Noha M. Hamza, Carlos A. Coello Coello, Efrén Mezura-Montes
2020 J jnl
Feature Selection on 2D and 3D Geometric Features to Improve Facial Expression Recognition.
Sensors
Vianney Perez-Gomez, Homero V. Ríos-Figueroa, Ericka-Janet Rechy-Ramírez, Efrén Mezura-Montes, Antonio Marín-Hernández
2020 J jnl
Metaheuristics to solve grouping problems: A review and a case study.
Swarm Evol. Comput.
Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes, Oliver Schütze
2020 J jnl
Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem.
Appl. Soft Comput.
Alejandro Rodríguez-Molina, Efrén Mezura-Montes, Miguel Gabriel Villarreal-Cervantes, Mario Aldape-Pérez
2020 J jnl
Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization.
Res. Comput. Sci.
Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes
2020 — conf
Smart Grid Optimization with the Advanced jSO Algorithm.
CACIC
Fabricio Loor, Mario Guillermo Leguizamón, Efrén Mezura-Montes
2020 — ch.
Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Viviana Yarel Rosales-Morales, Nicandro Cruz-Ramírez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes
2019 J jnl
A Graph-Theory-Based Method for Topological and Dimensional Representation of Planar Mechanisms as a Computational Tool for Engineering Design.
IEEE Access
Eric Santiago-Valentín, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez, Martin Pedroza-Villalba
2019 B conf
A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method.
CEC
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes
2019 J jnl
A local cooperative approach to solve large-scale constrained optimization problems.
Swarm Evol. Comput.
Adan E. Aguilar-Justo, Efrén Mezura-Montes
2019 J jnl
Adaptive boundary constraint-handling scheme for constrained optimization.
Soft Comput.
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2019 J jnl
Corner detection of intensity images with cellular neural networks (CNN) and evolutionary techniques.
Neurocomputing
Erik Cuevas, Margarita-Arimatea Díaz-Cortés, Efrén Mezura-Montes
2019 — conf
Differential Evolution Variants in Robust Optimization Over Time.
CONIELECOMP
José Yaír Guzmán-Gaspar, Efrén Mezura-Montes
2019 B conf
Robust Optimization Over Time with Differential Evolution using an Average Time Approach.
CEC
José Yaír Guzmán-Gaspar, Efrén Mezura-Montes
2018 B conf
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems.
CEC
Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes
2018 J jnl
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems.
CoRR
Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes
2018 B conf
A Diversity Promotion Study in Constrained Optimizations.
CEC
Luis Enrique Contreras-Varela, Efrén Mezura-Montes
2018 J jnl
A cost-benefit local search coordination in multimeme differential evolution for constrained numerical optimization problems.
Swarm Evol. Comput.
Saúl Domínguez-Isidro, Efrén Mezura-Montes
2018 J jnl
Constraint-handling techniques in surrogate-assisted evolutionary optimization. An empirical study.
Appl. Soft Comput.
Mariana Edith Miranda-Varela, Efrén Mezura-Montes
2018 J jnl
Differential evolution based adaptation for the direct current motor velocity control parameters.
Math. Comput. Simul.
Miguel Gabriel Villarreal-Cervantes, Efrén Mezura-Montes, José Yaír Guzmán-Gaspar
2018 J jnl
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study.
Soft Comput.
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2018 J jnl
Immune Generalized Differential Evolution for dynamic multi-objective environments: An empirical study.
Knowl. Based Syst.
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes
2017 J jnl
An Improved Centroid-Based Boundary Constraint-Handling Method in Differential Evolution for Constrained Optimization.
Int. J. Pattern Recognit. Artif. Intell.
Efrén Juárez-Castillo, Nancy Pérez-Castro, Efrén Mezura-Montes
2017 B conf
An experimental comparison of two constraint handling approaches used with differential evolution.
CEC
Saku Kukkonen, Efrén Mezura-Montes
2017 J jnl
Comparativo empírico de medidas de diversidad en problemas de optimización evolutiva con restricciones.
Res. Comput. Sci.
Luis Enrique Contreras-Varela, Efrén Mezura-Montes
2017 J jnl
Constraint-Handling Techniques for the Concurrent Design of a Five-Bar Parallel Robot.
IEEE Access
Héctor Cervantes-Culebro, Carlos Alberto Cruz Villar, Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes
2017 B conf
Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spaces.
CEC
Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2017 J jnl
Evolución diferencial con memoria de parámetros para la optimización de mecanismos de cuatro barras.
Res. Comput. Sci.
Maury-Faney Zapata-Zapata, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores
2017 B conf
Full Model Selection issue in temporal data through evolutionary algorithms: A brief review.
CEC
Nancy Pérez-Castro, Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes
2017 J jnl
Improved multi-objective clustering with automatic determination of the number of clusters.
Neural Comput. Appl.
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Homero Vladimir Ríos-Figueroa
2017 — conf
Study of direct local search operators influence in memetic differential evolution for constrained numerical optimization problems.
CONIELECOMP
Saúl Domínguez-Isidro, Efrén Mezura-Montes
2017 — conf
The baldwin effect on a memetic differential evolution for constrained numerical optimization problems.
GECCO (Companion)
Saúl Domínguez-Isidro, Efrén Mezura-Montes
2016 J jnl
A Memetic Algorithm Applied to the Optimal Design of a Planar Mechanism for Trajectory Tracking.
Polibits
Eduardo Vega-Alvarado, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Leticia Flores-Pulido, María Bárbara Calva-Yáñez
2016 J jnl
A metaheuristic for a numerical approximation to the mass transfer problem.
Int. J. Appl. Math. Comput. Sci.
Martha L. Avendaño-Garrido, José Rigoberto Gabriel-Argüelles, Ligia Quintana-Torres, Efrén Mezura-Montes
2016 B conf
A study of constraint-handling techniques in brain storm optimization.
CEC
Adriana Cervantes-Castillo, Efrén Mezura-Montes
2016 B conf
Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns.
CEC
Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez
2016 — conf
Evolutionary bacterial foraging algorithm to solve constraint numerical optimization problems.
LANMR
Betania Hernández-Ocaña, Efrén Mezura-Montes, Maria del Pilar Pozos Parra
2016 — conf
Feature selection to detect fallen pose using depth images.
CONIELECOMP
Carolina Maldonado-Mendez, Homero V. Ríos-Figueroa, Efrén Mezura-Montes, Antonio Marín-Hernández
2016 A conf
On the Use of Semantics in Multi-objective Genetic Programming.
PPSN
Edgar Galván López, Efrén Mezura-Montes, Ouassim Ait ElHara, Marc Schoenauer
2016 J jnl
Reducing losses due to lack of supply in a manufacturing company using a mixed-integer linear programming model.
Int. J. Comb. Optim. Probl. Informatics
José Alfredo Jiménez-García, Javier Yáñez-Mendiola, José Martín Medina-Flores, Efrén Mezura-Montes, José Antonio Vázquez-López
2016 B conf
Towards an improvement of variable interaction identification for large-scale constrained problems.
CEC
Adan E. Aguilar-Justo, Efrén Mezura-Montes
2016 J jnl
Two-Swim Operators in the Modified Bacterial Foraging Algorithm for the Optimal Synthesis of Four-Bar Mechanisms.
Comput. Intell. Neurosci.
Betania Hernández-Ocaña, Maria del Pilar Pozos Parra, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez
2016 B conf
μJADEε: Micro adaptive differential evolution to solve constrained optimization problems.
CEC
Aldo Márquez-Grajales, Efrén Mezura-Montes
2015 — conf
A Performance Prediction Model for Database Environments: A Preliminary Analysis.
HPCC/CSS/ICESS
Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa
2015 A conf
A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems.
GECCO
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2015 B conf
A novel boundary constraint-handling technique for constrained numerical optimization problems.
CEC
Efrén Juárez-Castillo, Nancy Pérez-Castro, Efrén Mezura-Montes
2015 — conf
An Efficient Numerical Approximation for the Monge-Kantorovich Mass Transfer Problem.
MOD
Martha L. Avendaño-Garrido, J. Rigoberto Gabriel-Arguelles, Ligia Quintana-Torres, Efrén Mezura-Montes
2015 — conf
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems.
GECCO (Companion)
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2015 J jnl
Evolutionary programming for the length minimization of addition chains.
Eng. Appl. Artif. Intell.
Saúl Domínguez-Isidro, Efrén Mezura-Montes, Luis Guillermo Osorio-Hernández
2015 B conf
Immune Generalized Differential Evolution for dynamic multiobjective optimization problems.
CEC
Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes
2015 — conf
Surrogate-Assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems.
SocProS (1)
Mariana Edith Miranda-Varela, Efrén Mezura-Montes
2014 J jnl
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions.
J. Biomed. Informatics
Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2014 J jnl
Approximated algorithms for the minimum dilation triangulation problem.
J. Heuristics
Maria Gisela Dorzán, Mario Guillermo Leguizamón, Efrén Mezura-Montes, Gregorio Hernández-Peñalver
2014 B conf
Differential evolution with combined variants for dynamic constrained optimization.
IEEE Congress on Evolutionary Computation
Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2014 J jnl
Optimum synthesis of a four-bar mechanism using the modified bacterial foraging algorithm.
Int. J. Syst. Sci.
Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Betania Hernández-Ocaña
2014 — conf
Performance comparison of local search operators in differential evolution for constrained numerical optimization problems.
SDE
Saúl Domínguez-Isidro, Efrén Mezura-Montes, Guillermo Leguizamón
2014 J jnl
Self-adaptive mix of particle swarm methodologies for constrained optimization.
Inf. Sci.
Saber M. Elsayed, Ruhul A. Sarker, Efrén Mezura-Montes
2014 A conf
Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization.
GECCO
Betania Hernández-Ocaña, Maria del Pilar Pozos Parra, Efrén Mezura-Montes
2014 — conf
Synthesis of a planar four-bar mechanism for position control using the harmony search algorithm.
CCE
Álvaro Sánchez-Márquez, Eduardo Vega-Alvarado, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes
2013 B conf
A hybrid version of differential evolution with two differential mutation operators applied by stages.
IEEE Congress on Evolutionary Computation
Sebastián Alejandro Hernández, Guillermo Leguizamón, Efrén Mezura-Montes
2013 B conf
A review of the bacterial foraging algorithm in constrained numerical optimization.
IEEE Congress on Evolutionary Computation
Betania Hernández-Ocaña, Efrén Mezura-Montes, Pilar Pozos Parra
2013 J jnl
An Image Registration Method for Colposcopic Images.
Comput. Math. Methods Medicine
Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Ramírez-Garcés Darío-del-Sinaí, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez
2013 J jnl
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers.
Comput. Math. Methods Medicine
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
2013 B conf
Genetic Algorithms and Differential Evolution Algorithms Applied to Cyclic Instability Problem in Intelligent Environments with Nomadics Agents.
Intelligent Environments (Workshops)
Alejandro Sosa, Víctor Zamudio, Rosario Baltazar, Vic Callaghan, Efrén Mezura-Montes
2013 J jnl
Hybridization of Differential Evolution using Hill Climbing to solve Constrained Optimization Problems.
Inteligencia Artif.
Sebastián Alejandro Hernández, Guillermo Leguizamón, Efrén Mezura-Montes
2013 B conf
Memetic differential evolution for constrained numerical optimization problems.
IEEE Congress on Evolutionary Computation
Saúl Domínguez-Isidro, Efrén Mezura-Montes, Guillermo Leguizamón
2013 B conf
Particle Swarm Optimizer for constrained optimization.
IEEE Congress on Evolutionary Computation
Samir M. Mohamed Elsayed, Ruhul A. Sarker, Efrén Mezura-Montes
2013 B conf
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.
IEEE Congress on Evolutionary Computation
Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Efrén Mezura-Montes
2013 B conf
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest, Efrén Mezura-Montes
2012 — conf
A Combination of Specialized Differential Evolution Variants for Constrained Optimization.
IBERAMIA
Luis-Alfredo Gordián-Rivera, Efrén Mezura-Montes
2012 B conf
A Comparative Study of Intelligent Bio-inspired Algorithms Applied to Minimizing Cyclic Instability in Intelligent Environments.
Intelligent Environments (Workshops)
Leoncio A. Romero, Víctor Zamudio, Rosario Baltazar, Marco Aurelio Sotelo-Figueroa, Carlos Lino Ramírez, Efrén Mezura-Montes, Vic Callaghan
2012 J jnl
A Comparison between Metaheuristics as Strategies for Minimizing Cyclic Instability in Ambient Intelligence.
Sensors
Leoncio A. Romero, Víctor Zamudio, Rosario Baltazar, Efrén Mezura-Montes, Marco Sotelo, Vic Callaghan
2012 B conf
Adaptation and local search in the modified bacterial foraging algorithm for constrained optimization.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Elyar A. Lopez-Davila
2012 — conf
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods.
MICAI (1)
Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Enrique Martín-Del-Campo-Mena, Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa
2012 J jnl
Empirical analysis of a modified Artificial Bee Colony for constrained numerical optimization.
Appl. Math. Comput.
Efrén Mezura-Montes, Omar Cetina-Dominguez
2012 B conf
Multi-objective airfoil shape optimization using a multiple-surrogate approach.
IEEE Congress on Evolutionary Computation
Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes
2012 J jnl
Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering.
IEEE Trans. Evol. Comput.
Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes
2012 — conf
Robotic Behavior Implementation Using Two Different Differential Evolution Variants.
MICAI (1)
Víctor Ricardo Cruz-Álvarez, Fernando Montes-González, Efrén Mezura-Montes, José Santos Reyes
2011 — conf
Addition chain length minimization with evolutionary programming.
GECCO (Companion)
Saúl Domínguez-Isidro, Efrén Mezura-Montes, Luis Guillermo Osorio-Hernández
2011 J jnl
Constraint-handling in nature-inspired numerical optimization: Past, present and future.
Swarm Evol. Comput.
Efrén Mezura-Montes, Carlos A. Coello Coello
2011 — ch.
Evolutionary Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization.
Computational Optimization, Methods and Algorithms
Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes
2011 J jnl
Parametric reconfiguration improvement in non-iterative concurrent mechatronic design using an evolutionary-based approach.
Eng. Appl. Artif. Intell.
Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Jaime Álvarez-Gallegos, Carlos Artemio Coello Coello, Carlos Alberto Cruz Villar, Miguel Gabriel Villarreal-Cervantes
2011 — conf
Times Series Discretization Using Evolutionary Programming.
MICAI (2)
Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
2010 J jnl
Differential evolution in constrained numerical optimization: An empirical study.
Inf. Sci.
Efrén Mezura-Montes, Mariana Edith Miranda-Varela, Rubí del Carmen Gómez-Ramón
2010 B conf
Elitist Artificial Bee Colony for constrained real-parameter optimization.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Ramiro Ernesto Velez-Koeppel
2010 B conf
MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization.
IEEE Congress on Evolutionary Computation
Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes
2010 B conf
Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Mauricio Damian-Araoz, Omar Cetina-Dominguez
2010 — conf
pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization.
PPSN (2)
Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes
2009 B conf
A Genetic Algorithm with repair and local search mechanisms able to find minimal length addition chains for small exponents.
IEEE Congress on Evolutionary Computation
Luis Guillermo Osorio-Hernández, Efrén Mezura-Montes, Nareli Cruz-Cortés, Francisco Rodríguez-Henríquez
2009 A conf
Adaptive evolution: an efficient heuristic for global optimization.
GECCO
Francisco Viveros Jiménez, Efrén Mezura-Montes, Alexander F. Gelbukh
2009 — conf
Elitistic Evolution: An Efficient Heuristic for Global Optimization.
ICANNGA
Francisco Viveros Jiménez, Efrén Mezura-Montes, Alexander F. Gelbukh
2009 — ch.
Improved Particle Swarm Optimization in Constrained Numerical Search Spaces.
Nature-Inspired Algorithms for Optimisation
Efrén Mezura-Montes, Jorge Isacc Flores-Mendoza
2009 B conf
Parameter control in Differential Evolution for constrained optimization.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, A. G. Palomeque-Ortiz
2008 — ch.
An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem.
Advances in Metaheuristics for Hard Optimization
Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Carlos A. Coello Coello, Jaime Álvarez-Gallegos, Carlos Alberto Cruz Villar
2008 J jnl
An empirical study about the usefulness of evolution strategies to solve constrained optimization problems.
Int. J. Gen. Syst.
Efrén Mezura-Montes, Carlos A. Coello Coello
2008 — ch.
Constrained Optimization via Multiobjective Evolutionary Algorithms.
Multiobjective Problem Solving from Nature
Efrén Mezura-Montes, Carlos A. Coello Coello
2008 B conf
Dynamic adaptation and multiobjective concepts in a particle swarm optimizer for constrained optimization.
IEEE Congress on Evolutionary Computation
Jorge Isacc Flores-Mendoza, Efrén Mezura-Montes
2008 — conf
Looking Inside Particle Swarm Optimization in Constrained Search Spaces.
MICAI
Jorge Isacc Flores-Mendoza, Efrén Mezura-Montes
2007 — ch.
A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization.
NICSO
Efrén Mezura-Montes, Lucía Muñoz-Dávila, Carlos A. Coello Coello
2007 B conf
An ant system with steps counter for the job shop scheduling problem.
IEEE Congress on Evolutionary Computation
Emanuel Tellez-Emiquez, Efrén Mezura-Montes, Carlos A. Coello Coello
2007 B conf
Comparing bio-inspired algorithms in constrained optimization problems.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Blanca Cecilia López-Ramírez
2006 A conf
A comparative study of differential evolution variants for global optimization.
GECCO
Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello
2006 B conf
Modified Differential Evolution for Constrained Optimization.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello
2005 J jnl
A simple multimembered evolution strategy to solve constrained optimization problems.
IEEE Trans. Evol. Comput.
Efrén Mezura-Montes, Carlos A. Coello Coello
2005 B conf
Identifying on-line behavior and some sources of difficulty in two competitive approaches for constrained optimization.
Congress on Evolutionary Computation
Efrén Mezura-Montes, Carlos A. Coello Coello
2005 A conf
Promising infeasibility and multiple offspring incorporated to differential evolution for constrained optimization.
GECCO
Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello
2005 — conf
Saving Evaluations in Differential Evolution for Constrained Optimization.
ENC
Efrén Mezura-Montes, Carlos A. Coello Coello
2005 — ch.
Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms.
Evolutionary Multiobjective Optimization
Efrén Mezura-Montes, Carlos A. Coello Coello
2005 — conf
Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms.
MICAI
Efrén Mezura-Montes, Carlos A. Coello Coello
2004 — conf
An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy.
GECCO (1)
Efrén Mezura-Montes, Carlos A. Coello Coello
2004 — conf
Simple Feasibility Rules and Differential Evolution for Constrained Optimization.
MICAI
Efrén Mezura-Montes, Carlos A. Coello Coello, Edy I. Tun-Morales
2003 A conf
A Simple Evolution Strategy to Solve Constrained Optimization Problems.
GECCO
Efrén Mezura-Montes, Carlos A. Coello Coello
2003 B conf
Adding a diversity mechanism to a simple evolution strategy to solve constrained optimization problems.
IEEE Congress on Evolutionary Computation
Efrén Mezura-Montes, Carlos A. Coello Coello
2003 B conf
Engineering Optimization Using a Simple Evolutionary Algorithm.
ICTAI
Efrén Mezura-Montes, Carlos A. Coello Coello, Ricardo Landa Becerra
2003 — conf
Multiobjective-Based Concepts to Handle Constraints in Evolutionary Algorithms.
ENC
Efrén Mezura-Montes, Carlos A. Coello Coello
2002 J jnl
Constraint-handling in genetic algorithms through the use of dominance-based tournament selection.
Adv. Eng. Informatics
Carlos A. Coello Coello, Efrén Mezura-Montes