Search Results - "Becerra-Rozas, Marcelo"

Evaluating Bio-Inspired Metaheuristics for Dynamic Surgical Scheduling: A Resilient Three-Stage Flow Shop Model Under Stochastic Emergency Arrivals.

Authors: Becerra-Rozas, Marcelo Gana, Bady Lara, José et al.

Source: Biomimetics (2313-7673). Mar2026, Vol. 11 Issue 3, p183. 33p.

Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques.

Authors: de la Fuente-Mella, Hanns Guzmán Gutiérrez, Claudia Crawford, Kathleen et al.

Source: Applied Sciences (2076-3417); Oct2020, Vol. 10 Issue 20, p7114, 11p

Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving.

Authors: Becerra-Rozas, Marcelo Crawford, Broderick Soto, Ricardo et al.

Source: Biomimetics (2313-7673). Feb2024, Vol. 9 Issue 2, p89. 44p.

A Novel Binary Dream Optimization Algorithm with Data-Driven Repair for the Set Covering Problem.

Authors: Crawford, Broderick Caballero, Hugo Astorga, Gino et al.

Source: Biomimetics (2313-7673). Mar2026, Vol. 11 Issue 3, p197. 36p.

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

Authors: Becerra-Rozas, Marcelo Lemus-Romani, José Cisternas-Caneo, Felipe et al.

Source: Mathematics (2227-7390). Jan2023, Vol. 11 Issue 1, p129. 32p.

Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector.

Authors: Becerra-Rozas, Marcelo Lemus-Romani, José Cisternas-Caneo, Felipe et al.

Source: Mathematics (2227-7390). Dec2022, Vol. 10 Issue 24, p4776. 30p.

Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems.

Authors: Becerra-Rozas, Marcelo Cisternas-Caneo, Felipe Crawford, Broderick et al.

Source: Mathematics (2227-7390). Dec2022, Vol. 10 Issue 23, p4529. 18p.

Robust Metaheuristic Optimization for Algorithmic Trading: A Comparative Study of Optimization Techniques.

Authors: Hernández-Romo, Kaled Lemus-Romani, José Vega, Emanuel et al.

Source: Mathematics (2227-7390). Jan2026, Vol. 14 Issue 1, p69. 23p.

A systematic review of long document summarization methods: Evaluation metrics and approaches.

Authors: Gana, Bady Allende-Cid, Héctor Rüping, Stefan et al.

Source: Neurocomputing; Nov2025, Vol. 655, pN.PAG-N.PAG, 1p

Adaptive Optimization of a Dual Moving Average Strategy for Automated Cryptocurrency Trading.

Authors: Romo, Andres Soto, Ricardo Vega, Emanuel et al.

Source: Mathematics (2227-7390). Aug2025, Vol. 13 Issue 16, p2629. 17p.

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector.

Authors: Becerra-Rozas, Marcelo Lemus-Romani, José Crawford, Broderick et al.

Source: Expert Systems with Applications; Oct2024, Vol. 251, pN.PAG-N.PAG, 1p

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Authors: Lemus-Romani, José Crawford, Broderick Cisternas-Caneo, Felipe et al.

Source: Biomimetics (2313-7673). Sep2023, Vol. 8 Issue 5, p400. 47p.

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

Authors: Lemus-Romani, José Becerra-Rozas, Marcelo Crawford, Broderick et al.

Source: Mathematics (2227-7390). Nov2021, Vol. 9 Issue 22, p2887-2887. 1p.

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

Authors: García, José Lemus-Romani, José Altimiras, Francisco et al.

Source: Mathematics (2227-7390). Oct2021, Vol. 9 Issue 20, p2611-2611. 1p.

Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics.

Authors: Crawford, Broderick Soto, Ricardo Lemus-Romani, José et al.

Source: Mathematics (2227-7390). Aug2021, Vol. 9 Issue 16, p1839-1839. 1p.