Metaheuristic Algorithms: New Methods, Evaluation, and Performance Analysis
Studies in 1163, Springer, ISBN: 978-3-031-63052-1, 2024
Handling the balance of operators in evolutionary algorithms through a weighted Hill Climbing approach.
Knowl. Based Syst., 2024
Adaptability and Efficiency in Population Management: A multi-population CMA-ES Strategy for High-Dimensional Optimization.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024
Population of Hyperparametric Solutions for the Design of Metaheuristic Algorithms: An Empirical Analysis of Performance in Particle Swarm Optimization.
Proceedings of the Metaheuristics - 15th International Conference, 2024
Improving Metaheuristic Algorithm Design Through Inequality and Diversity Analysis: A Novel Multi-Population Differential Evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
An Hyper-Heuristic Based Population Management Through Statistical Analysis and Phases Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Improving the Convergence of the PSO Algorithm with a Stagnation Variable and Fuzzy Logic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
A Novel Diversity-Aware Inertia Weight and Velocity Control for Particle Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
An improved multi-population whale optimization algorithm.
Int. J. Mach. Learn. Cybern., 2022
A diversity metric for population-based metaheuristic algorithms.
Inf. Sci., 2022
An agent-based transmission model of COVID-19 for re-opening policy design.
Comput. Biol. Medicine, 2022
Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Improving the segmentation of magnetic resonance brain images using the LSHADE optimization algorithm.
Biomed. Signal Process. Control., 2021
Population management in metaheuristic algorithms: Could less be more?
Appl. Soft Comput., 2021
A better balance in metaheuristic algorithms: Does it exist?
Swarm Evol. Comput., 2020
A Real-Coded Optimal Sensor Deployment Scheme for Wireless Sensor Networks Based on the Social Spider Optimization Algorithm.
Int. J. Comput. Intell. Syst., 2019
An improved Simulated Annealing algorithm based on ancient metallurgy techniques.
Appl. Soft Comput., 2019
A novel bio-inspired optimization model based on Yellow Saddle Goatfish behavior.
Biosyst., 2018