Marcelo Becerra

Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review

Marcelo Becerra, José Lemus-Romani, Felipe Cisternas-Caneo et al. · Mathematics · 2022 · 32 citations · Full text

Search Optimization, Large-scale Global Optimization, Engineering +20

Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics

Broderick Crawford, Ricardo Soto, José Lemus-Romani et al. · Mathematics · 2021 · 31 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems

José Lemus-Romani, Marcelo Becerra, Broderick Crawford et al. · Mathematics · 2021 · 21 citations · Full text

Artificial Intelligence, Binary Environments, Exponential Increase +13

A Binary Machine Learning Cuckoo Search Algorithm Improved by a Local Search Operator for the Set-Union Knapsack Problem

José García, José Lemus-Romani, Francisco Altimiras et al. · Mathematics · 2021 · 18 citations · Full text

Mathematical Programming, Memetic Algorithm, K-means Technique +14

Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case

Diego Tapia, Broderick Crawford, Ricardo Soto et al. · 2021 IEEE International Conference on Automation/XXIV Congress of the Chilean Association of Automatic Control (ICA-ACCA) · 2021 · 17 citations

Artificial Intelligence, Model Optimization, Memetic Algorithm +14