Efrén Mezura-Montes
Orcid: 0000-0002-1565-5267
According to our database1,
Efrén Mezura-Montes
authored at least 167 papers
between 2002 and 2024.
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Bibliography
2024
A differential evolution algorithm for solving mixed-integer nonlinear programming problems.
Swarm Evol. Comput., February, 2024
2023
IEEE Trans. Syst. Man Cybern. Syst., September, 2023
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis.
Neural Comput. Appl., August, 2023
dplbnDE: An R package for discriminative parameter learning of Bayesian Networks by Differential Evolution.
SoftwareX, July, 2023
An Improved Estimation of Distribution Algorithm for Mixed-Integer Nonlinear Programming Problems: EDAIImv.
Computación y Sistemas (CyS), 2023
Comparative Study of the Starting Stage of Adaptive Differential Evolution on the Induction of Oblique Decision Trees.
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Use of a Surrogate Model for Symbolic Discretization of Temporal Data Sets Through eMODiTS and a Training Set with Varying-Sized Instances.
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Blood Cell Image Segmentation Using Convolutional Decision Trees and Differential Evolution.
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
A Surrogate-Assisted Differential Evolution Approach for the Optimization of Ben's Spiker Algorithm Parameters.
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Experimental Study of the Instance Sampling Effect on Feature Subset Selection Using Permutational-Based Differential Evolution.
Proceedings of the Advances in Computational Intelligence. MICAI 2023 International Workshops, 2023
Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023
Active Disturbance Rejection Control: Tuning by PSO Considering Stability Conditions.
Proceedings of the 9th International Conference on Control, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
J. Open Source Softw., October, 2022
IEEE Trans. Evol. Comput., 2022
Swarm Evol. Comput., 2022
Computación y Sistemas, 2022
A socio-physics based hybrid metaheuristic for solving complex non-convex constrained optimization problems.
CoRR, 2022
Spectral Richness PSO algorithm for parameter identification of dynamical systems under non-ideal excitation conditions.
Appl. Soft Comput., 2022
Pseudo-feasible solutions in evolutionary bilevel optimization: Test problems and performance assessment.
Appl. Math. Comput., 2022
Proceedings of the 19th International Conference on Electrical Engineering, 2022
A novel evolutionary framework based on a family concept for solving multi-objective bilevel optimization problems.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
Adaptive Controller Tuning Method Based on Online Multiobjective Optimization: A Case Study of the Four-Bar Mechanism.
IEEE Trans. Cybern., 2021
Swarm Evol. Comput., 2021
A multi-objective genetic algorithm to find active modules in multiplex biological networks.
PLoS Comput. Biol., 2021
Requirements and GitHub Issues: An Automated Approach for Quality Requirements Classification.
Program. Comput. Softw., 2021
Cooperative Coevolutionary Particle Swarms using Fuzzy Logic for Large Scale Optimization.
J. Comput. Sci. Technol., 2021
Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation.
Int. J. Bio Inspired Comput., 2021
Clust. Comput., 2021
Classification of colposcopic images using a multi-breakpoints discretization approach on temporal patterns.
Biomed. Signal Process. Control., 2021
Automated parameter tuning as a bilevel optimization problem solved by a surrogate-assisted population-based approach.
Appl. Intell., 2021
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021
Generating multi-objective bilevel optimization problems with multiple non-cooperative followers.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020
Swarm Evol. Comput., 2020
Feature Selection on 2D and 3D Geometric Features to Improve Facial Expression Recognition.
Sensors, 2020
Res. Comput. Sci., 2020
Data-Driven Bayesian Network Learning: Towards a Bi-Objective Approach to Address the Bias-Variance Decomposition.
Res. Comput. Sci., 2020
Discriminative Parameter Learning of Bayesian Networks Using Differential Evolution: A Preliminary Analysis.
Res. Comput. Sci., 2020
Calibración de hiperparámetros para la clasificación de requisitos de software mediante evolución diferencial.
Res. Comput. Sci., 2020
Optimization of Energy Production in Oklahoma: A Variant of an Evolutionary Algorithm of Multi-Objective Optimization.
Res. Comput. Sci., 2020
Pattern Recognit. Lett., 2020
Knowl. Inf. Syst., 2020
Multi-objective meta-heuristic optimization in intelligent control: A survey on the controller tuning problem.
Appl. Soft Comput., 2020
A modified brain storm optimization algorithm with a special operator to solve constrained optimization problems.
Appl. Intell., 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Boundary Constraint-Handling Methods in Differential Evolution for Mechanical Design Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Computer Science - CACIC 2020 - 26th Argentine Congress, 2020
2019
Swarm Evol. Comput., 2019
Soft Comput., 2019
Corner detection of intensity images with cellular neural networks (CNN) and evolutionary techniques.
Neurocomputing, 2019
A Graph-Theory-Based Method for Topological and Dimensional Representation of Planar Mechanisms as a Computational Tool for Engineering Design.
IEEE Access, 2019
Proceedings of the International Conference on Electronics, Communications and Computers, 2019
A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Robust Optimization Over Time with Differential Evolution using an Average Time Approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
A cost-benefit local search coordination in multimeme differential evolution for constrained numerical optimization problems.
Swarm Evol. Comput., 2018
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study.
Soft Comput., 2018
Differential evolution based adaptation for the direct current motor velocity control parameters.
Math. Comput. Simul., 2018
Immune Generalized Differential Evolution for dynamic multi-objective environments: An empirical study.
Knowl. Based Syst., 2018
Constraint-handling techniques in surrogate-assisted evolutionary optimization. An empirical study.
Appl. Soft Comput., 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Evolución diferencial con memoria de parámetros para la optimización de mecanismos de cuatro barras.
Res. Comput. Sci., 2017
Comparativo empírico de medidas de diversidad en problemas de optimización evolutiva con restricciones.
Res. Comput. Sci., 2017
Improved multi-objective clustering with automatic determination of the number of clusters.
Neural Comput. Appl., 2017
An Improved Centroid-Based Boundary Constraint-Handling Method in Differential Evolution for Constrained Optimization.
Int. J. Pattern Recognit. Artif. Intell., 2017
Constraint-Handling Techniques for the Concurrent Design of a Five-Bar Parallel Robot.
IEEE Access, 2017
The baldwin effect on a memetic differential evolution for constrained numerical optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Study of direct local search operators influence in memetic differential evolution for constrained numerical optimization problems.
Proceedings of the 2017 International Conference on Electronics, 2017
Full Model Selection issue in temporal data through evolutionary algorithms: A brief review.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
An experimental comparison of two constraint handling approaches used with differential evolution.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spaces.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
A Memetic Algorithm Applied to the Optimal Design of a Planar Mechanism for Trajectory Tracking.
Polibits, 2016
Reducing losses due to lack of supply in a manufacturing company using a mixed-integer linear programming model.
Int. J. Comb. Optim. Probl. Informatics, 2016
Two-Swim Operators in the Modified Bacterial Foraging Algorithm for the Optimal Synthesis of Four-Bar Mechanisms.
Comput. Intell. Neurosci., 2016
Int. J. Appl. Math. Comput. Sci., 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Evolutionary bacterial foraging algorithm to solve constraint numerical optimization problems.
Proceedings of the Tenth Latin American Workshop on Logic/Languages, 2016
Proceedings of the 2016 International Conference on Electronics, 2016
μJADEε: Micro adaptive differential evolution to solve constrained optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Cervical image segmentation using active contours and evolutionary programming over temporary acetowhite patterns.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Towards an improvement of variable interaction identification for large-scale constrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Eng. Appl. Artif. Intell., 2015
Surrogate-Assisted Differential Evolution with an Adaptive Evolution Control Based on Feasibility to Solve Constrained Optimization Problems.
Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015
An Efficient Numerical Approximation for the Monge-Kantorovich Mass Transfer Problem.
Proceedings of the Machine Learning, Optimization, and Big Data, 2015
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Immune Generalized Differential Evolution for dynamic multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
A novel boundary constraint-handling technique for constrained numerical optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Application of time series discretization using evolutionary programming for classification of precancerous cervical lesions.
J. Biomed. Informatics, 2014
Inf. Sci., 2014
Optimum synthesis of a four-bar mechanism using the modified bacterial foraging algorithm.
Int. J. Syst. Sci., 2014
J. Heuristics, 2014
Performance comparison of local search operators in differential evolution for constrained numerical optimization problems.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014
Synthesis of a planar four-bar mechanism for position control using the harmony search algorithm.
Proceedings of the 11th International Conference on Electrical Engineering, 2014
Stepsize control on the modified bacterial foraging algorithm for constrained numerical optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Comput. Math. Methods Medicine, 2013
Evaluation of the Diagnostic Power of Thermography in Breast Cancer Using Bayesian Network Classifiers.
Comput. Math. Methods Medicine, 2013
Hybridization of Differential Evolution using Hill Climbing to solve Constrained Optimization Problems.
Inteligencia Artif., 2013
Genetic Algorithms and Differential Evolution Algorithms Applied to Cyclic Instability Problem in Intelligent Environments with Nomadics Agents.
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A hybrid version of differential evolution with two differential mutation operators applied by stages.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
IEEE Trans. Evol. Comput., 2012
A Comparison between Metaheuristics as Strategies for Minimizing Cyclic Instability in Ambient Intelligence.
Sensors, 2012
Empirical analysis of a modified Artificial Bee Colony for constrained numerical optimization.
Appl. Math. Comput., 2012
Proceedings of the Advances in Artificial Intelligence, 2012
Assessment of Bayesian Network Classifiers as Tools for Discriminating Breast Cancer Pre-diagnosis Based on Three Diagnostic Methods.
Proceedings of the Advances in Artificial Intelligence, 2012
A Comparative Study of Intelligent Bio-inspired Algorithms Applied to Minimizing Cyclic Instability in Intelligent Environments.
Proceedings of the Workshop Proceedings of the 8th International Conference on Intelligent Environments, 2012
A Combination of Specialized Differential Evolution Variants for Constrained Optimization.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Adaptation and local search in the modified bacterial foraging algorithm for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Proceedings of the Computational Optimization, Methods and Algorithms, 2011
Constraint-handling in nature-inspired numerical optimization: Past, present and future.
Swarm Evol. Comput., 2011
Parametric reconfiguration improvement in non-iterative concurrent mechatronic design using an evolutionary-based approach.
Eng. Appl. Artif. Intell., 2011
Proceedings of the Advances in Soft Computing, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Inf. Sci., 2010
pMODE-LD+SS: An Effective and Efficient Parallel Differential Evolution Algorithm for Multi-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010
MODE-LD+SS: A novel Differential Evolution algorithm incorporating local dominance and scalar selection mechanisms for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
A Genetic Algorithm with repair and local search mechanisms able to find minimal length addition chains for small exponents.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
An empirical study about the usefulness of evolution strategies to solve constrained optimization problems.
Int. J. Gen. Syst., 2008
An Evolutionary Approach to Solve a Novel Mechatronic Multiobjective Optimization Problem.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008
Dynamic adaptation and multiobjective concepts in a particle swarm optimizer for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
Proceedings of the Nature Inspired Cooperative Strategies for Optimization (NICSO 2007), 2007
<i>Evolutionary Computation. A Unified Approach</i>. Kenneth A. De Jong. (2006, MIT Press.) 256 pages.
Artif. Life, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
A simple multimembered evolution strategy to solve constrained optimization problems.
IEEE Trans. Evol. Comput., 2005
Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005
Promising infeasibility and multiple offspring incorporated to differential evolution for constrained optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005
Identifying on-line behavior and some sources of difficulty in two competitive approaches for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms.
Proceedings of the Evolutionary Multiobjective Optimization, 2005
2004
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy.
Proceedings of the Genetic and Evolutionary Computation, 2004
2003
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003
Adding a diversity mechanism to a simple evolution strategy to solve constrained optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
Constraint-handling in genetic algorithms through the use of dominance-based tournament selection.
Adv. Eng. Informatics, 2002