Jorge Alberto Soria-Alcaraz

40 papers A 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — ch.
Comparative Analysis of Dimensionality Reduction Techniques Applied to Disease Classification Tasks.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Gustavo Leon, Santiago Zavala, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Aldo Alberto Lugo-Monjaras, Marco Aurelio Sotelo-Figueroa
2024 J jnl
Enhancing Liquid State Machine Classification Through Reservoir Separability Optimization Using Swarm Intelligence and Multitask Learning.
IEEE Access
Oscar I. Alvarez-Canchila, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Horacio Rostro-González
2024 J jnl
Grammatical Evolution with Codons Selection Order as Intensification Process.
Computación y Sistemas (CyS)
Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz
2024 — ch.
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic.
New Directions on Hybrid Intelligent Systems
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2024 — ch.
Hypervolume Indicator as an Estimator for Adaptive Operator Selection in an On-Line Multi-objective Hyper-heuristic.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2021 J jnl
A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems.
Complex.
Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz
2021 J jnl
Máquina de estado líquido con reservorio de neuronas pulsantes a tiempo discreto para clasificación espacio-temporal.
Res. Comput. Sci.
Andrés Espinal, Christian Alba-Cisneros, Héctor José Puga Soberanes, Horacio Rostro-González, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Marco Aurelio Sotelo-Figueroa, Raúl Santiago-Montero
2020 J jnl
A Methodology for Classifying Search Operators as Intensification or Diversification Heuristics.
Complex.
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Manuel Ornelas-Rodríguez, Horacio Rostro-González
2020 J jnl
Application of Agglomerative and Partitional Algorithms for the Study of the Phenomenon of the Collaborative Economy Within the Tourism Industry.
J. Autom. Mob. Robotics Intell. Syst.
Juan Pérez-Rocha, Jorge Alberto Soria-Alcaraz, Rafael Guerrero-Rodríguez, Omar Jair Purata-Sifuentes, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
2020 — ch.
Comparative Analysis of Multi-objective Metaheuristic Algorithms by Means of Performance Metrics to Continuous Problems.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Carlos Juarez-Santini, Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Velino Esteves-Jiménez
2020 — ch.
Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González
2020 J jnl
Exploring Random Permutations Effects on the Mapping Process for Grammatical Evolution.
J. Autom. Mob. Robotics Intell. Syst.
Blanca Verónica Zúñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Andrés Espinal, Omar Jair Purata-Sifuentes, Manuel Ornelas, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez
2020 J jnl
Single Spiking Neuron Multi-Objective Optimization for Pattern Classification.
J. Autom. Mob. Robotics Intell. Syst.
Carlos Juarez-Santini, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Andrés Espinal, Horacio Rostro-González
2020 — ch.
Studying Grammatical Evolution's Mapping Processes for Symbolic Regression Problems.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Blanca Verónica Zúñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Omar Jair Purata-Sifuentes, Manuel Ornelas, Alfonso Rojas Domínguez
2019 J jnl
Evolutionary Spiking Neural Networks for Solving Supervised Classification Problems.
Comput. Intell. Neurosci.
G. López-Vázquez, Manuel Ornelas-Rodríguez, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Horacio Rostro-González
2018 J jnl
Evolutionary Design of Problem-Adapted Image Descriptors for Texture Classification.
IEEE Access
Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Juan Martín Carpio Valadez, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa
2018 — ch.
Statistical Comparative Between Selection Rules for Adaptive Operator Selection in Vehicle Routing and Multi-knapsack Problems.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Andrés Espinal
2018 — ch.
Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz, Janet Ortíz-López
2017 J jnl
A methodology for determining an effective subset of heuristics in selection hyper-heuristics.
Eur. J. Oper. Res.
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Edmund K. Burke
2017 — ch.
Differential Evolution with Self-adaptive Gaussian Perturbation.
Nature-Inspired Design of Hybrid Intelligent Systems
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz
2017 J jnl
Evolvability Metric Estimation by a Parallel Perceptron for On-Line Selection Hyper-Heuristics.
IEEE Access
Jorge Alberto Soria-Alcaraz, Andrés Espinal, Marco Aurelio Sotelo-Figueroa
2017 — ch.
Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization.
Nature-Inspired Design of Hybrid Intelligent Systems
Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Héctor Joaquín Fraire Huacuja, Laura Cruz-Reyes, Jorge Alberto Soria-Alcaraz, Andrés Espinal
2017 — ch.
Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers.
Nature-Inspired Design of Hybrid Intelligent Systems
Lucero de Montserrat Ortiz-Aguilar, Martín Carpio, Héctor Puga, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Carlos Lino Ramírez
2017 — ch.
Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling.
Nature-Inspired Design of Hybrid Intelligent Systems
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Martín Carpio, Héctor Puga
2016 J jnl
Iterated local search using an add and delete hyper-heuristic for university course timetabling.
Appl. Soft Comput.
Jorge Alberto Soria-Alcaraz, Ender Özcan, Jerry Swan, Graham Kendall, Juan Martín Carpio Valadez
2015 — ch.
Clustering Bin Packing Instances for Generating a Minimal Set of Heuristics by Using Grammatical Evolution.
Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics
Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio, Héctor J. Fraire H., Laura Cruz-Reyes, Jorge Alberto Soria-Alcaraz
2015 — conf
Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection.
Artificial Evolution
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Adrien Goëffon, Frédéric Lardeux, Frédéric Saubion
2015 J jnl
Comparativa de algoritmos bioinspirados aplicados al problema de calendarización de horarios.
Res. Comput. Sci.
Lucero de Montserrat Ortiz-Aguilar, Juan Martín Carpio Valadez, Héctor José Puga Soberanes, Claudia Leticia Díaz González, Carlos Lino Ramírez, Jorge Alberto Soria-Alcaraz
2015 J jnl
Evolución diferencial con perturbaciones Gaussianas.
Res. Comput. Sci.
Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz
2015 — ch.
Parallel Meta-heuristic Approaches to the Course Timetabling Problem.
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Héctor Puga, Jerry Swan, Patricia Melin, Hugo Terashima, Marco Aurelio Sotelo-Figueroa
2014 J jnl
Effective learning hyper-heuristics for the course timetabling problem.
Eur. J. Oper. Res.
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke
2014 A conf
Evolvability metrics in adaptive operator selection.
GECCO
Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Juan Martín Carpio, Héctor Puga
2014 — ch.
Generic Memetic Algorithm for Course Timetabling ITC2007.
Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Patricia Melin, Hugo Terashima-Marín, Laura Cruz-Reyes, Marco Aurelio Sotelo-Figueroa
2013 — ch.
Comparison of Metaheuristic Algorithms with a Methodology of Design for the Evaluation of Hard Constraints over the Course Timetabling Problem.
Recent Advances on Hybrid Intelligent Systems
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor J. Puga, Marco Aurelio Sotelo-Figueroa
2013 — ch.
Evolving Bin Packing Heuristic Using Micro-Differential Evolution with Indirect Representation.
Recent Advances on Hybrid Intelligent Systems
Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio, Héctor Joaquín Fraire Huacuja, Laura Cruz-Reyes, Jorge Alberto Soria-Alcaraz
2013 — conf
Evolving and reusing Bin Packing heuristic through Grammatical Differential Evolution.
NaBIC
Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Héctor Joaquín Fraire Huacuja, Laura Cruz-Reyes, Jorge Alberto Soria-Alcaraz
2013 — ch.
Methodology of Design: A Novel Generic Approach Applied to the Course Timetabling Problem.
Soft Computing Applications in Optimization, Control, and Recognition
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Hugo Terashima-Marín, Laura Cruz-Reyes, Marco Aurelio Sotelo-Figueroa
2011 — ch.
Academic Timetabling Design Using Hyper-Heuristics.
Soft Computing for Intelligent Control and Mobile Robotics
Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Hugo Terashima-Marín
2011 — conf
Comparative Study of BSO and GA for the Optimizing Energy in Ambient Intelligence.
MICAI (2)
Wendoly J. Gpe. Romero-Rodríguez, Víctor Manuel Zamudio Rodríguez, María del Rosario Baltazar-Flores, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz
2010 — ch.
Variable Length Number Chains Generation without Repetitions.
Soft Computing for Recognition Based on Biometrics
Juan Martín Carpio, Jorge Alberto Soria-Alcaraz, Héctor J. Puga, Rosario Baltazar, Manuel Ornelas, Luís Ernesto Mancilla-Espinoza