Marcelo Becerra

Pontificia Universidad Católica de Valparaíso — Chile

Computer Science · Physical Sciences

8h-index202citations60works0.72yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(21), Vehicle Routing Optimization Methods(11), Evolutionary Algorithms and Applications(8), Optimization and Packing Problems(7), Advanced Multi-Objective Optimization Algorithms(6)

Publications60 total

Identification of Pathologies in Pavements by Unmanned Aerial Vehicle (UAV): A Systematic Literature Review
Drones·2026Open Access
Optimizing Surgical Schedules: A Comparative Performance Analysis of Genetic Algorithms and Discrete Particle Swarm Optimization
Communications in computer and information science·2026
Robust Metaheuristic Optimization for Algorithmic Trading: A Comparative Study of Optimization Techniques
Mathematics·2025· 1 citedOpen Access
Optimization of UAV Flight Parameters for Urban Photogrammetric Surveys: Balancing Orthomosaic Visual Quality and Operational Efficiency
Drones·2025· 1 citedOpen Access
Adaptive Optimization of a Dual Moving Average Strategy for Automated Cryptocurrency Trading
Mathematics·2025Open Access
Exploring Chaotic Binarization Rules in the Binary Fox Optimizer for Complex Optimization Problems
SN Computer Science·2025
Unleashing Chaos: Enhanced Reptile Search for the Set Covering Problem
Communications in computer and information science·2025
A Systematic Review of Long Document Summarization Methods: Evaluation Metrics and Approaches
SSRN Electronic Journal·2025Open Access
Chaotic Binary Fox Optimizer for Solving Set Covering Problem
Communications in computer and information science·2024· 1 cited
Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map
Lecture notes in computer science·2024· 3 cited
Optimizing Feature Selection with Metaheuristics: Trends, Techniques, and Future Directions
Frontiers in artificial intelligence and applications·2024· 2 cited
Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector
Expert Systems with Applications·2024· 1 cited
Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving
Biomimetics·2024· 1 citedOpen Access
Optimizing the Feature Selection Problem with Pendulum Search Algorithm: Binarization Strategies and Their Impacts
Lecture notes in networks and systems·2024
Binarization of Metaheuristics: Is the Transfer Function Really Important?
Biomimetics·2023· 10 citedOpen Access
Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review
Mathematics·2022· 32 citedOpen Access
Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector
Mathematics·2022· 9 citedOpen Access
Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems
Mathematics·2022· 7 citedOpen Access
A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)
Communications in computer and information science·2022· 2 cited
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems
Communications in computer and information science·2022
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Frequent Co-authors

Broderick Crawford(24), Ricardo Soto(24), Felipe Cisternas-Caneo(19), José Lemus-Romani(16), Mauricio Castillo(9), Diego Tapia(9), Gino Astorga(8), Wenceslao Palma(7), Sanjay Misra(7), José García(6), José-Miguel Rubio(4), Hanns de la Fuente‐Mella(4), José Barrera-García(4), Emanuel Vega(3), Fernando Paredes(3), Éric Monfroy(3), Giovanni Giachetti(3), Carlos Castro(2), Claudio Elórtegui-Gómez(2), Andrés Trujillo Embry(2)