Diana-Itzel Vazquez-Santiago, Héctor Gabriel Acosta-Mesa, Efrén Mezura-Montes, Vehicle Make and Model Recognition as an Open-Set Recognition Problem and New Class Discovery, Mathematical and Computational Applications, 28(4), 80, 2023, https://doi.org/10.3390/mca28040080.
Alejandro Platas-López, Alejandro Guerra-Hernández, Francisco Grimaldo-Moreno, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Marcela Quiróz-Castellanos, dplbnDE: An R package for discriminative parameter learning of bayesian networks by Differential Evolution, SoftwareX, Vol. 23, 101442, 2023, https://doi.org/10.1016/j.softx.2023.101442.
María-Concepción Salvador-González, Juana Canul-Reich, Rafael Rivera-López, Efrén Mezura-Montes, Erick De-la-Cruz-Hernandez, Evolutionary selection of a set of association rules considering biological constraints describing the prevalent elements in Bacterial Vaginosis, Mathematical and Computational Applications, 28(3), 75, 2023, https://doi.org/10.3390/mca28030075.
José-Luis Llaguno-Roque, Rocio-Erandi Barrientos-Martínez, Héctor-Gabriel Acosta-Mesa, Tania Romo-González, Efrén Mezura-Montes, Neuroevolution of Convolutional Neural Networks for Breast Cancer Diagnosis Using Western Blot Strips, Mathematical and Computational Applications, 28(3), 72, 2023, https://doi.org/10.3390/mca28030072.
Juan Carlos Olivares-Galvan, Hector Ascencion-Mestiza, Serguei Maximov, Efrén Mezura-Montes, Rafael Escarela-Perez, Design of a three-phase shell-type distribution transformer using evolutionary algorithms, Energies, 16(10), 4016, 2023, https://doi.org/10.3390/en16104016.
Jesús-Adolfo Mejía-de-Dios, Alejandro Rodríguez-Molina, and Efrén Mezura Montes, Multi-objective Bilevel Optimization: A Survey of the State-of-the-Art, IEEE Transactions on Systems, Man and Cybernetics: Systems, 53(9):5478-5490, 2023, https://doi.org/10.1109/TSMC.2023.3271125.
Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, and Lamjed Ben Said, Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis, Neural Computing and Applications, 35:16285-16303, 2023, https://doi.org/10.1007/s00521-023-08458-4.
Daniel Molina-Pérez, Efrén Mezura-Montes, Edgar-Alfredo Portilla-Flores and, Eduardo Vega-Alvarado, An improved Estimation of Distribution Algorithm for Mixed-Integer Nonlinear Programming Problems: EDAIImv, Computacion y Sistemas, Vol. 27, No. 1, pp. 163–172, 2023, https://doi.org/10.13053/CyS-27-1-4532.
Hector Ascencion-Mestiza, Serguei Maximov, Efrén Mezura-Montes, Juan Carlos Olivares-Galván, Rodrigo Ocón-Valdez, and Rafael Escarela-Pérez, Estimation of the Equivalent Circuit Parameters in Transformers Using Evolutionary Algorithms, Mathematical and Computational Applications, 28(2), 36, 2023, https://doi.org/10.3390/mca28020036
Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes, and Nicadro Cruz-Ramírez, An Experimental Study of Grouping Mutation Operators for the Unrelated Parallel-Machine Scheduling Problem, Mathematical and Computational Applications, 28(1), 6, 2023, https://doi.org/10.3390/mca28010006.
International Conferences
Rocio Salinas Guerra, Efrén Mezura-Montes, Marcela Quiroz Castellanos, Jesus-Adolfo Mejia-de-Dios, and Slim Bechikh, A Hybrid Evolutionary Approach with Group-based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), pages 1-8, Chicago, USA, IEEE Press, 2023, https://doi.org/10.1109/CEC53210.2023.10254013.
Juan-Carlos-Benjamín Somohano-Murrieta, Efrén Mezura-Montes and Marcela Quiroz-Castellanos, A new solution encoding scheme for solving the Flexible Job-Shop Scheduling Problem, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC), pages 1-8, Chicago, USA, IEEE Press, 2023, https://doi.org/10.1109/CEC53210.2023.10254187.
Diego Tristán-Rodríguez, Olga-Lidia Jimenez, Rubén Garrido, and Efrén Mezura-Montes, Active Disturbance Rejection Control: Tuning by PSO Considering Stability Conditions, in Proceedings of the 9th International Conference on Control, Decision and Information Technologies (CoDIT), pages 932-937, IEEE Press, 2023, https://doi.org/10.1109/CoDIT58514.2023.10284100.
Jesús-Arnulfo Barradas-Palmeros, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, and Rafael Rivera-López, Fitness function comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution, in A. Y. Rodríguez-González et al. (Eds.), Proceedings of the Mexican Conference on Pattern Recognition (MCPR), pages 58-68, Lecture Notes in Computer Science 13902, Tepic, México, Springer, 2023, https://doi.org/10.1007/978-3-031-33783-3_6.
Book Chapters
I.R. Kale, A.J. Kulkarni, E. Mezura-Montes, A Socio-Physics-Based Hybrid Metaheuristic for Solving Complex Non-convex Constrained Optimization Problems. In: Kulkarni, A.J., Gandomi, A.H. (eds) Handbook of Formal Optimization. Springer, Singapore, 2023, https://doi.org/10.1007/978-981-19-8851-6_27-1.
Rocío Salinas-Guerra, Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes and Aldo Márquez-Grajales, An Evolutionary Bilevel Optimization Approach for Neuroevolution, in O. Castillo and P. Melin (eds.), Hybrid Intelligent Systems based on Extensions of Fuzzy Logic, Neural Networks and Metaheuristics, Springer, Studies in Computational Intelligence 1096, 2023, https://doi.org/10.1007/978-3-031-28999-6_25.
Olga L. Jiménez-Morales, Diego Tristán-Rodríguez, Rubén Garrido, and Efrén Mezura-Montes, Optimal Tuning of an Active Disturbance Rejection Controller Using a Particle Swarm Optimization Algorithm, in O. Castillo and P. Melin (eds.), Hybrid Intelligent Systems based on Extensions of Fuzzy Logic, Neural Networks and Metaheuristics, Springer, Studies in Computational Intelligence 1096, 2023, https://doi.org/10.1007/978-3-031-28999-6_11.
Jesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes, Alejandro Rodríguez-Molina, Optimización evolutiva multiobjetivo binivel: contexto actual y aplicaciones, ReinvenTec. Revista de Ciencia y Tecnología del Instituto Tecnológico de Tlalnepantla, No. 1, pages 31-40, 2023, https://reinventec.tlalnepantla.tecnm.mx/index.php/ittla/article/view/8/4.
Juan-José Guzmán-Landa, José-Clemente Hernández-Hernández, Guillermo Hoyos-Rivera, Efrén Mezura-Montes, Selección de Características de Representaciones de Texto de BETO Usando un Algoritmo Genético, Research in Computing Science, Research in Computing Science, 152(7):191-202, 2023, https://www.rcs.cic.ipn.mx/2023_152_7/.
Olga Lidia Jiménez, Diego Tristán-Rodriguez, Ruben Garrido, Efrén Mezura-Montes, ADC-PSO Optimal Tuning of a Bounded e-Modified Adaptive Control Law using a Particle Swarm Optimization algorithm, Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI, 11(2), 2023, https://doi.org/10.29057/icbi.v11iEspecial2.10713.
Miguel Morales-Hernández, Rafael Rivera-López, Efrén Mezura-Montes, Inducción de Árboles de Decisión Oblicuos utilizando dos variantes de Evolución Diferencial Adaptiva, Research in Computing Science, 152(6):287-298, 2023, https://www.rcs.cic.ipn.mx/rcs/2023_152_6/.
National Conferences
Diego Tristán-Rodríguez, Olga Jiménez-Morales, Rubén Garrido, and Efrén Mezura-Montes, Tuning of a State Feedback Controller using MOPSO, in Proceedings of the Congreso Mexicano de Robótica (COMRob), pages 105-109, IEEE Press, 2023, https://doi.org/10.1109/COMRob60035.2023.10349787.
