Marco Aurelio Sotelo-Figueroa

Universidad de Guanajuato — Mexico

Computer Science · Physical Sciences

9h-index314citations59works0.52yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(24), Evolutionary Algorithms and Applications(14), Advanced Multi-Objective Optimization Algorithms(9), Optimization and Packing Problems(8), Advanced Manufacturing and Logistics Optimization(6)

Publications58 total

Diffusion of municipal manufacturing specialization: Evidence from Mexico’s municipalities
2025Open Access
Micro Differential Evolution Algorithm with Self-adaptation for Numerical Optimization
Studies in computational intelligence·2025
A Comparative Study of Transfer Learning and Fine-Tuning for Facial Paralysis Image Classification
Studies in computational intelligence·2025· 1 cited
Application of Artificial Neural Networks as Surrogate Models for Credit Assignment in Heuristic Selection Algorithms for Combinatorial Problems
Studies in computational intelligence·2025
Grammatical Evolution with Codons Selection Order as Intensification Process
Computación y Sistemas·2024
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic
Studies in computational intelligence·2024
Evolutionary Deployment of Central Pattern Generators for Legged Robots Using Nengo
Studies in computational intelligence·2024· 2 cited
Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning
IEEE Access·2024· 2 citedOpen Access
Intensification Process Applied to Codon Selection in Grammatical Evolution
Studies in computational intelligence·2024· 1 cited
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic
Studies in computational intelligence·2024
Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks
Studies in computational intelligence·2024
Enhancing neutrosophic fuzzy goal programming approach for solving multi-objective probabilistic linear programming problems
2023· 1 cited
Identificación de las características de la oferta de alojamiento en Airbnb para la ciudad de Guanajuato, México
El Periplo Sustentable·2023· 1 citedOpen Access
Performance Comparative of Surrogate Models as Fitness Functions for Metaheuristic Algorithms
Studies in computational intelligence·2023· 1 cited
Performance Comparative Between Single and Multi-objective Algorithms for the Capacitated Vehicle Routing Problem
Studies in computational intelligence·2022
Grammatical evolution-based design of SARS-CoV-2 main protease inhibitors
Physical Chemistry Chemical Physics·2022· 3 cited
Micro-differential evolution cluster-optimizer (MiDECO): an open-access software for the optimization of molecular clusters MxNz (x + y ≤ 5; M = N or M ≠ N)
Journal of Nanoparticle Research·2021· 1 cited
A novel model for optimization of Intelligent Multi-User Visual Comfort System based on soft-computing algorithms
Journal of Ambient Intelligence and Smart Environments·2021· 7 cited
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics
Complexity·2020· 7 citedOpen Access
Comparative Analysis of Multi-objective Metaheuristic Algorithms by Means of Performance Metrics to Continuous Problems
Studies in computational intelligence·2020
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Frequent Co-authors

Andrés Espinal(27), Martín Carpio(22), Jorge A. Soria-Alcaraz(17), Héctor José Puga Soberanes(15), Manuel Ornelas-Rodríguez(13), Horacio Rostro‐González(6), Laura Cruz–Reyes(6), Rosario Baltazar(6), Gabriela Ochoa(5), Patricia Melín(5), Héctor Joaquín Fraire Huacuja(5), J. A. Soria-Alcaraz(5), Erick I. Guerra-Hernández(4), Jorge Alberto Soria Alcaraz(4), Alfonso Rojas‐Domínguez(4), Víctor Zamudio(3), Arturo Hernández-Aguirre(3), Omar Jair Purata Sifuentes(3), Carpio Martín(2), Puga Héctor(2)