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2020 – today
- 2024
[j73]Alejandro Rodríguez-Molina
, Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes:
Evolutionary Semi-Vectorial Bilevel Optimization in the mechanical and control design of systems. Eng. Appl. Artif. Intell. 133: 108640 (2024)- [j72]Daniel Molina Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez:
Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution. PeerJ Comput. Sci. 10: e2095 (2024) - [j71]Daniel Molina Pérez, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez:
A differential evolution algorithm for solving mixed-integer nonlinear programming problems. Swarm Evol. Comput. 84: 101427 (2024) - [j70]José Antonio Fuentes-Tomás, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Aldo Márquez-Grajales:
Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation. IEEE Trans. Evol. Comput. 28(3): 597-607 (2024) - [c94]Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Rafael Rivera-López, Héctor-Gabriel Acosta-Mesa:
Computational Cost Reduction in Wrapper Approaches for Feature Selection: A Case of Study Using Permutational-Based Differential Evolution. CEC 2024: 1-8 - [c93]David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Aldo Márquez-Grajales:
Shifting Color Space for Image Classification using Genetic Programming. GECCO Companion 2024: 283-286 - [c92]José-David Velazco-Muñoz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Reducing Parameters by Neuroevolution in CNN for Steering Angle Estimation. MCPR 2024: 377-386 - [e2]Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings. Lecture Notes in Computer Science 14755, Springer 2024, ISBN 978-3-031-62835-1 [contents] - [e1]Hiram Calvo, Lourdes Martínez-Villaseñor, Hiram Ponce, Ramón Zataraín-Cabada, Martín Montes Rivera, Efrén Mezura-Montes:
Advances in Computational Intelligence. MICAI 2023 International Workshops - WILE 2023, HIS 2023, and CIAPP 2023, Yucatán, Mexico, November 13-18, 2023, Proceedings. Lecture Notes in Computer Science 14502, Springer 2024, ISBN 978-3-031-51939-0 [contents] - 2023
- [j69]Daniel Molina Pérez, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado:
An Improved Estimation of Distribution Algorithm for Mixed-Integer Nonlinear Programming Problems: EDAIImv. Computación y Sistemas (CyS) 27(1) (2023) - [j68]Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, Lamjed Ben Said:
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis. Neural Comput. Appl. 35(22): 16285-16303 (2023) - [j67]Miguel Ángel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes:
Inducción de árboles de decisión oblicuos utilizando dos variantes de evolución diferencial adaptiva. Res. Comput. Sci. 152(6): 287-298 (2023) - [j66]Juan José Guzmán-Landa, José-Clemente Hernández-Hernández, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes:
Selección de características de representaciones de texto de BETO usando un algoritmo genético. Res. Comput. Sci. 152(7): 191-202 (2023) - [j65]Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiroz-Castellanos:
dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution. SoftwareX 23: 101442 (2023) - [j64]Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes:
Multiobjective Bilevel Optimization: A Survey of the State-of-the-Art. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5478-5490 (2023) - [c91]Rocío Salinas-Guerra, Efrén Mezura-Montes, Marcela Quiroz-Castellanos, Jesús-Adolfo Mejía-de-Dios, Slim Bechikh:
A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem. CEC 2023: 1-8 - [c90]Juan Carlos Benjamín Somohano-Murrieta, Efrén Mezura-Montes, Marcela Quiroz-Castellanos:
A new solution encoding scheme for solving the Flexible Job-Shop Scheduling Problem. CEC 2023: 1-8 - [c89]Diego Tristán-Rodríguez, Olga Jiménez Morales, Rubén Garrido, Efrén Mezura-Montes:
Active Disturbance Rejection Control: Tuning by PSO Considering Stability Conditions. CoDIT 2023: 932-937 - [c88]Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Rafael Rivera-López:
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution. MCPR 2023: 58-68 - [c87]Adriana Laura López-Lobato, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution. WILE/HIS/CIAPP@MICAI 2023: 315-325 - [c86]Carlos-Alberto López-Herrera, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters. WILE/HIS/CIAPP@MICAI 2023: 337-348 - [c85]David Herrera-Sánchez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Auto Machine Learning Based on Genetic Programming for Medical Image Classification. WILE/HIS/CIAPP@MICAI 2023: 349-359 - [c84]Aldo Márquez-Grajales, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Fernando Salas-Martínez:
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 2023: 360-372 - [c83]José Antonio Fuentes-Tomás, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez:
Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images. WILE/HIS/CIAPP@MICAI 2023: 397-408 - [c82]Jesús-Arnulfo Barradas-Palmeros, Rafael Rivera-López, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution. WILE/HIS/CIAPP@MICAI 2023: 409-421 - [c81]Miguel Ángel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco Antonio Cruz-Chávez:
Comparative Study of the Starting Stage of Adaptive Differential Evolution on the Induction of Oblique Decision Trees. WILE/HIS/CIAPP@MICAI 2023: 439-452 - 2022
- [j63]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes, Porfirio Toledo Hernández:
Pseudo-feasible solutions in evolutionary bilevel optimization: Test problems and performance assessment. Appl. Math. Comput. 412: 126577 (2022) - [j62]Ricardo Cortez, Rubén Garrido, Efrén Mezura-Montes:
Spectral Richness PSO algorithm for parameter identification of dynamical systems under non-ideal excitation conditions. Appl. Soft Comput. 128: 109490 (2022) - [j61]Stephanie Amador-Larrea, Marcela Quiroz-Castellanos, Guillermo de Jesús Hoyos-Rivera, Efrén Mezura-Montes:
An Experimental Study of Grouping Crossover Operators for the Bin Packing Problem. Computación y Sistemas 26(2) (2022) - [j60]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes:
Metaheuristics: A Julia Package for Single- and Multi-Objective Optimization. J. Open Source Softw. 7(78): 4723 (2022) - [j59]Rafael Muñoz-Cervantes, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
Balanceo de clases mediante evolución diferencial. Res. Comput. Sci. 151(6): 187-199 (2022) - [j58]Rafael Rivera-López, Juana Canul-Reich, Efrén Mezura-Montes, Marco Antonio Cruz-Chávez:
Induction of decision trees as classification models through metaheuristics. Swarm Evol. Comput. 69: 101006 (2022) - [j57]Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
A Review on Convolutional Neural Network Encodings for Neuroevolution. IEEE Trans. Evol. Comput. 26(1): 12-27 (2022) - [c80]Diego Tristán-Rodríguez, Rubén Garrido, Efrén Mezura-Montes:
Optimization of a state feedback controller using a PSO algorithm. CASE 2022: 729-734 - [c79]Daniel Molina Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado:
An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. CEC 2022: 1-8 - [c78]Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, Efrén Mezura-Montes:
A novel evolutionary framework based on a family concept for solving multi-objective bilevel optimization problems. GECCO Companion 2022: 348-351 - [c77]Diego Tristán-Rodríguez, Rubén Garrido, Efrén Mezura-Montes:
Tuning of a Modified Model Reference Adaptive Controller using a PSO Algorithm. CCE 2022: 1-6 - [i2]Ishaan R. Kale, Anand J. Kulkarni, Efrén Mezura-Montes:
A socio-physics based hybrid metaheuristic for solving complex non-convex constrained optimization problems. CoRR abs/2212.03711 (2022) - 2021
- [j56]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes, Marcela Quiroz-Castellanos:
Automated parameter tuning as a bilevel optimization problem solved by a surrogate-assisted population-based approach. Appl. Intell. 51(8): 5978-6000 (2021) - [j55]Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez, Nancy Pérez-Castro, Adan E. Aguilar-Justo, Fernando Salas-Martínez:
Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns. Biomed. Signal Process. Control. 69: 102918 (2021) - [j54]Yatheendraprakash Govindaraju, Hector A. Duran-Limon, Efrén Mezura-Montes:
A regression tree predictive model for virtual machine startup time in IaaS clouds. Clust. Comput. 24(2): 1217-1233 (2021) - [j53]María-Guadalupe Martínez-Peñaloza, Efrén Mezura-Montes, Alicia Morales-Reyes, Hernán E. Aguirre:
Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation. Int. J. Bio Inspired Comput. 18(2): 69-81 (2021) - [j52]Fabiola Patricia Paz, Guillermo Leguizamón, Efrén Mezura-Montes:
Cooperative Coevolutionary Particle Swarms using Fuzzy Logic for Large Scale Optimization. J. Comput. Sci. Technol. 21(2): 11 (2021) - [j51]J. Manuel Pérez-Verdejo, Ángel Juan Sánchez-García, Jorge Octavio Ocharán-Hernández, Efrén Mezura-Montes, Karen Cortés Verdín:
Requirements and GitHub Issues: An Automated Approach for Quality Requirements Classification. Program. Comput. Softw. 47(8): 704-721 (2021) - [j50]Elva María Novoa-del-Toro, Efrén Mezura-Montes, Matthieu Vignes, Morgane Térézol, Frédérique Magdinier, Laurent Tichit, Anaïs Baudot:
A multi-objective genetic algorithm to find active modules in multiplex biological networks. PLoS Comput. Biol. 17(8) (2021) - [j49]Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes, Rupak Kharel:
Variation Operators for Grouping Genetic Algorithms: A Review. Swarm Evol. Comput. 60: 100796 (2021) - [j48]Alejandro Rodríguez-Molina, Miguel Gabriel Villarreal-Cervantes, Efrén Mezura-Montes, Mario Aldape-Pérez:
Adaptive Controller Tuning Method Based on Online Multiobjective Optimization: A Case Study of the Four-Bar Mechanism. IEEE Trans. Cybern. 51(3): 1272-1285 (2021) - [c76]Aarón Jiménez-Aparicio, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
Evolutionary Algorithms for Searching Almost-Equienergetic Graphs. CEC 2021: 1093-1098 - [c75]Juan-Antonio Rodríguez-de-la-Cruz, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images. CEC 2021: 2226-2233 - [c74]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes:
Generating multi-objective bilevel optimization problems with multiple non-cooperative followers. GECCO Companion 2021: 187-188 - [c73]Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa:
Hybrid encodings for neuroevolution of convolutional neural networks: a case study. GECCO Companion 2021: 1762-1770 - [c72]José-Clemente Hernández-Hernández, Efrén Mezura-Montes, Guillermo de Jesús Hoyos-Rivera, Omar Rodríguez López:
Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish. MCPR 2021: 101-110 - 2020
- [j47]Adriana Cervantes-Castillo, Efrén Mezura-Montes:
A modified brain storm optimization algorithm with a special operator to solve constrained optimization problems. Appl. Intell. 50(12): 4145-4161 (2020) - [j46]Alejandro Rodríguez-Molina, Efrén Mezura-Montes, Miguel Gabriel Villarreal-Cervantes, Mario Aldape-Pérez:
Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem. Appl. Soft Comput. 93: 106342 (2020) - [j45]Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Mario Graff:
A multi-breakpoints approach for symbolic discretization of time series. Knowl. Inf. Syst. 62(7): 2795-2834 (2020) - [j44]Rafael Rivera-López, Efrén Mezura-Montes, Juana Canul-Reich, Marco Antonio Cruz-Chávez:
A permutational-based Differential Evolution algorithm for feature subset selection. Pattern Recognit. Lett. 133: 86-93 (2020) - [j43]Vicente Josué Aguilera Rueda, Nicandro Cruz-Ramírez, Efrén Mezura-Montes:
Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition. Res. Comput. Sci. 149(3): 9-17 (2020) - [j42]Sebastián-José de-la-Cruz-Martínez, Efrén Mezura-Montes:
Elements of C-LSHADE Algorithm: An Empirical Study on Mechatronic Design Problems. Res. Comput. Sci. 149(3): 37-45 (2020) - [j41]Alejandro Platas-López, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Alejandro Guerra-Hernández:
Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis. Res. Comput. Sci. 149(3): 75-82 (2020) - [j40]Gustavo Adolfo Vargas Hakim, Efrén Mezura-Montes:
Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization. Res. Comput. Sci. 149(3): 83-91 (2020) - [j39]J. Manuel Pérez-Verdejo, Efrén Mezura-Montes, Ángel Juan Sánchez-García, Jorge Octavio Ocharán-Hernández:
Calibración de hiperparámetros para la clasificación de requisitos de software mediante evolución diferencial. Res. Comput. Sci. 149(8): 241-251 (2020) - [j38]Vianney Perez-Gomez, Homero V. Ríos-Figueroa, Ericka-Janet Rechy-Ramírez, Efrén Mezura-Montes, Antonio Marín-Hernández:
Feature Selection on 2D and 3D Geometric Features to Improve Facial Expression Recognition. Sensors 20(17): 4847 (2020) - [j37]Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes, Oliver Schütze:
Metaheuristics to solve grouping problems: A review and a case study. Swarm Evol. Comput. 53: 100643 (2020) - [c71]Fabricio Loor, Mario Guillermo Leguizamón, Efrén Mezura-Montes:
Smart Grid Optimization with the Advanced jSO Algorithm. CACIC 2020: 171-181 - [c70]Saber M. Elsayed, Ruhul A. Sarker, Noha M. Hamza, Carlos A. Coello Coello, Efrén Mezura-Montes:
Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems. CEC 2020: 1-8 - [c69]Sebastián-José de-la-Cruz-Martínez, Efrén Mezura-Montes:
Boundary Constraint-Handling Methods in Differential Evolution for Mechanical Design Optimization. CEC 2020: 1-8 - [c68]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes:
A surrogate-assisted metaheuristic for bilevel optimization. GECCO 2020: 629-635 - [p7]Viviana Yarel Rosales-Morales, Nicandro Cruz-Ramírez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes:
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 2020: 659-674
2010 – 2019
- 2019
- [j36]Eric Santiago-Valentín, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez, Martin Pedroza-Villalba:
A Graph-Theory-Based Method for Topological and Dimensional Representation of Planar Mechanisms as a Computational Tool for Engineering Design. IEEE Access 7: 587-596 (2019) - [j35]Erik Cuevas, Margarita-Arimatea Díaz-Cortés, Efrén Mezura-Montes:
Corner detection of intensity images with cellular neural networks (CNN) and evolutionary techniques. Neurocomputing 347: 82-93 (2019) - [j34]Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Adaptive boundary constraint-handling scheme for constrained optimization. Soft Comput. 23(17): 8247-8280 (2019) - [j33]Adan E. Aguilar-Justo, Efrén Mezura-Montes:
A local cooperative approach to solve large-scale constrained optimization problems. Swarm Evol. Comput. 51 (2019) - [c67]José Yaír Guzmán-Gaspar, Efrén Mezura-Montes:
Robust Optimization Over Time with Differential Evolution using an Average Time Approach. CEC 2019: 1548-1555 - [c66]Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes:
A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method. CEC 2019: 3134-3141 - [c65]José Yaír Guzmán-Gaspar, Efrén Mezura-Montes:
Differential Evolution Variants in Robust Optimization Over Time. CONIELECOMP 2019: 164-169 - 2018
- [j32]Mariana Edith Miranda-Varela, Efrén Mezura-Montes:
Constraint-handling techniques in surrogate-assisted evolutionary optimization. An empirical study. Appl. Soft Comput. 73: 215-229 (2018) - [j31]Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes:
Immune Generalized Differential Evolution for dynamic multi-objective environments: An empirical study. Knowl. Based Syst. 142: 192-219 (2018) - [j30]Miguel Gabriel Villarreal-Cervantes, Efrén Mezura-Montes, José Yaír Guzmán-Gaspar:
Differential evolution based adaptation for the direct current motor velocity control parameters. Math. Comput. Simul. 150: 122-141 (2018) - [j29]Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study. Soft Comput. 22(2): 541-570 (2018) - [j28]Saúl Domínguez-Isidro, Efrén Mezura-Montes:
A cost-benefit local search coordination in multimeme differential evolution for constrained numerical optimization problems. Swarm Evol. Comput. 39: 249-266 (2018) - [c64]Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes:
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. CEC 2018: 1-8 - [c63]Luis Enrique Contreras-Varela, Efrén Mezura-Montes:
A Diversity Promotion Study in Constrained Optimizations. CEC 2018: 1-8 - [i1]Maria Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann, Efrén Mezura-Montes:
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. CoRR abs/1802.05825 (2018) - 2017
- [j27]Héctor Cervantes-Culebro, Carlos Alberto Cruz Villar, Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes:
Constraint-Handling Techniques for the Concurrent Design of a Five-Bar Parallel Robot. IEEE Access 5: 23010-23021 (2017) - [j26]Efrén Juárez-Castillo, Nancy Pérez-Castro, Efrén Mezura-Montes:
An Improved Centroid-Based Boundary Constraint-Handling Method in Differential Evolution for Constrained Optimization. Int. J. Pattern Recognit. Artif. Intell. 31(11): 1759023:1-1759023:49 (2017) - [j25]Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Homero Vladimir Ríos-Figueroa:
Improved multi-objective clustering with automatic determination of the number of clusters. Neural Comput. Appl. 28(8): 2255-2275 (2017) - [j24]Maury-Faney Zapata-Zapata, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores:
Evolución diferencial con memoria de parámetros para la optimización de mecanismos de cuatro barras. Res. Comput. Sci. 134: 9-22 (2017) - [j23]Luis Enrique Contreras-Varela, Efrén Mezura-Montes:
Comparativo empírico de medidas de diversidad en problemas de optimización evolutiva con restricciones. Res. Comput. Sci. 134: 69-83 (2017) - [c62]Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spaces. CEC 2017: 604-611 - [c61]Nancy Pérez-Castro, Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes:
Full Model Selection issue in temporal data through evolutionary algorithms: A brief review. CEC 2017: 2451-2457 - [c60]Saku Kukkonen, Efrén Mezura-Montes:
An experimental comparison of two constraint handling approaches used with differential evolution. CEC 2017: 2691-2697 - [c59]Saúl Domínguez-Isidro, Efrén Mezura-Montes:
Study of direct local search operators influence in memetic differential evolution for constrained numerical optimization problems. CONIELECOMP 2017: 1-8 - [c58]Saúl Domínguez-Isidro, Efrén Mezura-Montes:
The baldwin effect on a memetic differential evolution for constrained numerical optimization problems. GECCO (Companion) 2017: 203-204 - 2016
- [j22]Martha L. Avendaño-Garrido, José Rigoberto Gabriel-Argüelles, Ligia Quintana-Torres, Efrén Mezura-Montes:
A metaheuristic for a numerical approximation to the mass transfer problem. Int. J. Appl. Math. Comput. Sci. 26(4): 757-766 (2016) - [j21]Betania Hernández-Ocaña, Maria del Pilar Pozos Parra, Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Eduardo Vega-Alvarado, María Bárbara Calva-Yáñez:
Two-Swim Operators in the Modified Bacterial Foraging Algorithm for the Optimal Synthesis of Four-Bar Mechanisms. Comput. Intell. Neurosci. 2016: 4525294:1-4525294:18 (2016) - [j20]José Alfredo Jiménez-García, Javier Yáñez-Mendiola, José Martín Medina-Flores, Efrén Mezura-Montes, José Antonio Vázquez-López:
Reducing losses due to lack of supply in a manufacturing company using a mixed-integer linear programming model. Int. J. Comb. Optim. Probl. Informatics 7(2): 3-12 (2016) - [j19]Eduardo Vega-Alvarado, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Leticia Flores-Pulido, María Bárbara Calva-Yáñez:
A Memetic Algorithm Applied to the Optimal Design of a Planar Mechanism for Trajectory Tracking. Polibits 53: 83-90 (2016) - [c57]Adriana Cervantes-Castillo, Efrén Mezura-Montes:
A study of constraint-handling techniques in brain storm optimization. CEC 2016: 3740-3746 - [c56]Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Rodolfo Hernández-Jiménez:
Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns. CEC 2016: 3863-3870 - [c55]Adan E. Aguilar-Justo, Efrén Mezura-Montes:
Towards an improvement of variable interaction identification for large-scale constrained problems. CEC 2016: 4167-4174 - [c54]Aldo Márquez-Grajales, Efrén Mezura-Montes:
μJADEε: Micro adaptive differential evolution to solve constrained optimization problems. CEC 2016: 4183-4190 - [c53]Carolina Maldonado-Mendez, Homero V. Ríos-Figueroa, Efrén Mezura-Montes, Antonio Marín-Hernández:
Feature selection to detect fallen pose using depth images. CONIELECOMP 2016: 94-100 - [c52]Betania Hernández-Ocaña, Efrén Mezura-Montes, Maria del Pilar Pozos Parra:
Evolutionary bacterial foraging algorithm to solve constraint numerical optimization problems. LANMR 2016: 58-65 - [c51]Edgar Galván López, Efrén Mezura-Montes, Ouassim Ait ElHara, Marc Schoenauer:
On the Use of Semantics in Multi-objective Genetic Programming. PPSN 2016: 353-363 - 2015
- [j18]Saúl Domínguez-Isidro, Efrén Mezura-Montes, Luis Guillermo Osorio-Hernández:
Evolutionary programming for the length minimization of addition chains. Eng. Appl. Artif. Intell. 37: 125-134 (2015) - [c50]Maria-Guadalupe Martinez-Penaloza, Efrén Mezura-Montes:
Immune Generalized Differential Evolution for dynamic multiobjective optimization problems. CEC 2015: 1918-1925 - [c49]Efrén Juárez-Castillo, Nancy Pérez-Castro, Efrén Mezura-Montes:
A novel boundary constraint-handling technique for constrained numerical optimization problems. CEC 2015: 2034-2041 - [c48]Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems. GECCO 2015: 241-248 - [c47]Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems. GECCO (Companion) 2015: 1169-1172 - [c46]Jesus Flores-Contreras, Carlos Ruiz, Pablo Salazar, Hector A. Duran-Limon, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa:
A Performance Prediction Model for Database Environments: A Preliminary Analysis. HPCC/CSS/ICESS 2015: 1707-1712 - [c45]Martha L. Avendaño-Garrido, J. Rigoberto Gabriel-Arguelles, Ligia Quintana-Torres, Efrén Mezura-Montes:
An Efficient Numerical Approximation for the Monge-Kantorovich Mass Transfer Problem. MOD 2015: 233-239 - [c44]Mariana Edith Miranda-Varela, Efrén Mezura-Montes:
Surrogate-Assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems. SocProS (1) 2015: 809-822 - 2014
- [j17]Maria Gisela Dorzán, Mario Guillermo Leguizamón, Efrén Mezura-Montes, Gregorio Hernández-Peñalver:
Approximated algorithms for the minimum dilation triangulation problem. J. Heuristics 20(2): 189-209 (2014) - [j16]Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Betania Hernández-Ocaña:
Optimum synthesis of a four-bar mechanism using the modified bacterial foraging algorithm. Int. J. Syst. Sci. 45(5): 1080-1100 (2014) - [j15]Saber M. Elsayed, Ruhul A. Sarker, Efrén Mezura-Montes:
Self-adaptive mix of particle swarm methodologies for constrained optimization. Inf. Sci. 277: 216-233 (2014) - [j14]Héctor-Gabriel Acosta-Mesa, Fernando Rechy-Ramírez, Efrén Mezura-Montes, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez:
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions. J. Biomed. Informatics 49: 73-83 (2014) - [c43]Maria Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Differential evolution with combined variants for dynamic constrained optimization. IEEE Congress on Evolutionary Computation 2014: 975-982 - [c42]Betania Hernández-Ocaña, Maria del Pilar Pozos Parra, Efrén Mezura-Montes:
Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization. GECCO 2014: 25-32 - [c41]Alvaro Sánchez-Márquez, Eduardo Vega-Alvarado, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes:
Synthesis of a planar four-bar mechanism for position control using the harmony search algorithm. CCE 2014: 1-6 - [c40]Saúl Domínguez-Isidro, Efrén Mezura-Montes, Guillermo Leguizamón:
Performance comparison of local search operators in differential evolution for constrained numerical optimization problems. SDE 2014: 17-24 - 2013
- [j13]Sebastián Alejandro Hernández, Guillermo Leguizamón, Efrén Mezura-Montes:
Hybridization of Differential Evolution using Hill Climbing to solve Constrained Optimization Problems. Inteligencia Artif. 16(52): 3-15 (2013) - [j12]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:
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers. Comput. Math. Methods Medicine 2013: 264246:1-264246:10 (2013) - [j11]Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Ramírez-Garcés Darío-del-Sinaí, Nicandro Cruz-Ramírez, Rodolfo Hernández-Jiménez:
An Image Registration Method for Colposcopic Images. Comput. Math. Methods Medicine 2013: 285962:1-285962:10 (2013) - [c39]Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Efrén Mezura-Montes:
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies. IEEE Congress on Evolutionary Computation 2013: 377-383 - [c38]Ales Zamuda, Janez Brest, Efrén Mezura-Montes:
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization. IEEE Congress on Evolutionary Computation 2013: 1925-1931 - [c37]Betania Hernández-Ocaña, Efrén Mezura-Montes, Pilar Pozos Parra:
A review of the bacterial foraging algorithm in constrained numerical optimization. IEEE Congress on Evolutionary Computation 2013: 2695-2702 - [c36]Samir M. Mohamed Elsayed, Ruhul A. Sarker, Efrén Mezura-Montes:
Particle Swarm Optimizer for constrained optimization. IEEE Congress on Evolutionary Computation 2013: 2703-2711 - [c35]Sebastián Alejandro Hernández, Guillermo Leguizamón, Efrén Mezura-Montes:
A hybrid version of differential evolution with two differential mutation operators applied by stages. IEEE Congress on Evolutionary Computation 2013: 2895-2901 - [c34]Saúl Domínguez-Isidro, Efrén Mezura-Montes, Guillermo Leguizamón:
Memetic differential evolution for constrained numerical optimization problems. IEEE Congress on Evolutionary Computation 2013: 2996-3003 - [c33]Alejandro Sosa, Víctor Zamudio, Rosario Baltazar, Vic Callaghan, Efrén Mezura-Montes:
Genetic Algorithms and Differential Evolution Algorithms Applied to Cyclic Instability Problem in Intelligent Environments with Nomadics Agents. Intelligent Environments (Workshops) 2013: 222-231 - 2012
- [j10]Efrén Mezura-Montes, Omar Cetina-Dominguez:
Empirical analysis of a modified Artificial Bee Colony for constrained numerical optimization. Appl. Math. Comput. 218(22): 10943-10973 (2012) - [j9]Leoncio A. Romero, Víctor Zamudio, Rosario Baltazar, Efrén Mezura-Montes, Marco Sotelo, Vic Callaghan:
A Comparison between Metaheuristics as Strategies for Minimizing Cyclic Instability in Ambient Intelligence. Sensors 12(8): 10990-11012 (2012) - [j8]Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes:
Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering. IEEE Trans. Evol. Comput. 16(5): 662-694 (2012) - [c32]Efrén Mezura-Montes, Elyar A. Lopez-Davila:
Adaptation and local search in the modified bacterial foraging algorithm for constrained optimization. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c31]Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes:
Multi-objective airfoil shape optimization using a multiple-surrogate approach. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c30]Luis-Alfredo Gordián-Rivera, Efrén Mezura-Montes:
A Combination of Specialized Differential Evolution Variants for Constrained Optimization. IBERAMIA 2012: 261-270 - [c29]Leoncio A. Romero, Víctor Zamudio, Rosario Baltazar, Marco Aurelio Sotelo-Figueroa, Carlos Lino Ramírez, Efrén Mezura-Montes, Vic Callaghan:
A Comparative Study of Intelligent Bio-inspired Algorithms Applied to Minimizing Cyclic Instability in Intelligent Environments. Intelligent Environments (Workshops) 2012: 130-141 - [c28]Víctor Ricardo Cruz-Álvarez, Fernando Montes-González, Efrén Mezura-Montes, José Santos Reyes:
Robotic Behavior Implementation Using Two Different Differential Evolution Variants. MICAI (1) 2012: 216-226 - [c27]Maria Yaneli Ameca-Alducin, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Enrique Martín-Del-Campo-Mena, Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa:
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods. MICAI (1) 2012: 419-431 - 2011
- [j7]Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Jaime Álvarez-Gallegos, Carlos Artemio Coello Coello, Carlos Alberto Cruz Villar, Miguel Gabriel Villarreal-Cervantes:
Parametric reconfiguration improvement in non-iterative concurrent mechatronic design using an evolutionary-based approach. Eng. Appl. Artif. Intell. 24(5): 757-771 (2011) - [j6]Efrén Mezura-Montes, Carlos A. Coello Coello:
Constraint-handling in nature-inspired numerical optimization: Past, present and future. Swarm Evol. Comput. 1(4): 173-194 (2011) - [c26]Saúl Domínguez-Isidro, Efrén Mezura-Montes, Luis Guillermo Osorio-Hernández:
Addition chain length minimization with evolutionary programming. GECCO (Companion) 2011: 59-60 - [c25]Fernando Rechy-Ramírez, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes, Nicandro Cruz-Ramírez:
Times Series Discretization Using Evolutionary Programming. MICAI (2) 2011: 225-234 - [p6]Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes:
Evolutionary Algorithms Applied to Multi-Objective Aerodynamic Shape Optimization. Computational Optimization, Methods and Algorithms 2011: 211-240 - 2010
- [j5]Efrén Mezura-Montes, Mariana Edith Miranda-Varela, Rubí del Carmen Gómez-Ramón:
Differential evolution in constrained numerical optimization: An empirical study. Inf. Sci. 180(22): 4223-4262 (2010) - [c24]Efrén Mezura-Montes, Mauricio Damian-Araoz, Omar Cetina-Dominguez:
Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c23]Efrén Mezura-Montes, Ramiro Ernesto Velez-Koeppel:
Elitist Artificial Bee Colony for constrained real-parameter optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c22]Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes:
MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c21]Alfredo Arias Montaño, Carlos A. Coello Coello, Efrén Mezura-Montes:
pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization. PPSN (2) 2010: 21-30
2000 – 2009
- 2009
- [c20]Efrén Mezura-Montes, A. G. Palomeque-Ortiz:
Parameter control in Differential Evolution for constrained optimization. IEEE Congress on Evolutionary Computation 2009: 1375-1382 - [c19]Luis Guillermo Osorio-Hernández, Efrén Mezura-Montes, Nareli Cruz Cortés, Francisco Rodríguez-Henríquez:
A Genetic Algorithm with repair and local search mechanisms able to find minimal length addition chains for small exponents. IEEE Congress on Evolutionary Computation 2009: 1422-1429 - [c18]Francisco Viveros Jiménez, Efrén Mezura-Montes, Alexander F. Gelbukh:
Adaptive evolution: an efficient heuristic for global optimization. GECCO 2009: 1827-1828 - [c17]Francisco Viveros Jiménez, Efrén Mezura-Montes, Alexander F. Gelbukh:
Elitistic Evolution: An Efficient Heuristic for Global Optimization. ICANNGA 2009: 171-182 - [p5]Efrén Mezura-Montes, Jorge Isacc Flores-Mendoza:
Improved Particle Swarm Optimization in Constrained Numerical Search Spaces. Nature-Inspired Algorithms for Optimisation 2009: 299-332 - 2008
- [j4]Efrén Mezura-Montes, Carlos A. Coello Coello:
An empirical study about the usefulness of evolution strategies to solve constrained optimization problems. Int. J. Gen. Syst. 37(4): 443-473 (2008) - [c16]Jorge Isacc Flores-Mendoza, Efrén Mezura-Montes:
Dynamic adaptation and multiobjective concepts in a particle swarm optimizer for constrained optimization. IEEE Congress on Evolutionary Computation 2008: 3427-3434 - [c15]Jorge Isacc Flores-Mendoza, Efrén Mezura-Montes:
Looking Inside Particle Swarm Optimization in Constrained Search Spaces. MICAI 2008: 451-461 - [p4]Efrén Mezura-Montes, Carlos A. Coello Coello:
Constrained Optimization via Multiobjective Evolutionary Algorithms. Multiobjective Problem Solving from Nature 2008: 53-75 - [p3]Efrén Mezura-Montes, Edgar Alfredo Portilla-Flores, Carlos A. Coello Coello, Jaime Álvarez-Gallegos, Carlos Alberto Cruz Villar:
An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem. Advances in Metaheuristics for Hard Optimization 2008: 329-351 - 2007
- [j3]Efrén Mezura-Montes:
Evolutionary Computation. A Unified Approach. Kenneth A. De Jong. (2006, MIT Press.) 256 pages. Artif. Life 13(4): 423-426 (2007) - [c14]Emanuel Tellez-Emiquez, Efrén Mezura-Montes, Carlos A. Coello Coello:
An ant system with steps counter for the job shop scheduling problem. IEEE Congress on Evolutionary Computation 2007: 477-484 - [c13]Efrén Mezura-Montes, Blanca Cecilia López-Ramírez:
Comparing bio-inspired algorithms in constrained optimization problems. IEEE Congress on Evolutionary Computation 2007: 662-669 - [p2]Efrén Mezura-Montes, Lucía Muñoz-Dávila, Carlos A. Coello Coello:
A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization. NICSO 2007: 1-14 - 2006
- [c12]Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello:
Modified Differential Evolution for Constrained Optimization. IEEE Congress on Evolutionary Computation 2006: 25-32 - [c11]Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello:
A comparative study of differential evolution variants for global optimization. GECCO 2006: 485-492 - 2005
- [j2]Efrén Mezura-Montes, Carlos A. Coello Coello:
A simple multimembered evolution strategy to solve constrained optimization problems. IEEE Trans. Evol. Comput. 9(1): 1-17 (2005) - [c10]Efrén Mezura-Montes, Carlos A. Coello Coello:
Identifying on-line behavior and some sources of difficulty in two competitive approaches for constrained optimization. Congress on Evolutionary Computation 2005: 1477-1484 - [c9]Efrén Mezura-Montes, Carlos A. Coello Coello:
Saving Evaluations in Differential Evolution for Constrained Optimization. ENC 2005: 274-281 - [c8]Efrén Mezura-Montes, Jesús Velázquez-Reyes, Carlos A. Coello Coello:
Promising infeasibility and multiple offspring incorporated to differential evolution for constrained optimization. GECCO 2005: 225-232 - [c7]Efrén Mezura-Montes, Carlos A. Coello Coello:
Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms. MICAI 2005: 652-662 - [p1]Efrén Mezura-Montes, Carlos A. Coello Coello:
Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms. Evolutionary Multiobjective Optimization 2005: 229-254 - 2004
- [c6]Efrén Mezura-Montes, Carlos A. Coello Coello:
An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy. GECCO (1) 2004: 700-712 - [c5]Efrén Mezura-Montes, Carlos A. Coello Coello, Edy I. Tun-Morales:
Simple Feasibility Rules and Differential Evolution for Constrained Optimization. MICAI 2004: 707-716 - 2003
- [c4]Efrén Mezura-Montes, Carlos A. Coello Coello:
Adding a diversity mechanism to a simple evolution strategy to solve constrained optimization problems. IEEE Congress on Evolutionary Computation 2003: 6-13 - [c3]Efrén Mezura-Montes, Carlos A. Coello Coello:
Multiobjective-Based Concepts to Handle Constraints in Evolutionary Algorithms. ENC 2003: 192-199 - [c2]Efrén Mezura-Montes, Carlos A. Coello Coello:
A Simple Evolution Strategy to Solve Constrained Optimization Problems. GECCO 2003: 640-641 - [c1]Efrén Mezura-Montes, Carlos A. Coello Coello, Ricardo Landa Becerra:
Engineering Optimization Using a Simple Evolutionary Algorithm. ICTAI 2003: 149-156 - 2002
- [j1]Carlos A. Coello Coello, Efrén Mezura-Montes:
Constraint-handling in genetic algorithms through the use of dominance-based tournament selection. Adv. Eng. Informatics 16(3): 193-203 (2002)
Coauthor Index
Carlos A. Coello Coello
aka: Carlos Artemio Coello Coello
aka: Carlos Artemio Coello Coello
Maria-Guadalupe Martinez-Penaloza
aka: María-Guadalupe Martínez-Peñaloza
aka: María-Guadalupe Martínez-Peñaloza
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