Global Optimisation through Hyper-Heuristics: Unfolding Population-Based Metaheuristics
Cruz-Duarte, Jorge M., Ortiz-Bayliss, José C., Amaya, Ivan, Pillay, Nelishia
Published in Applied sciences (01.06.2021)
Published in Applied sciences (01.06.2021)
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Journal Article
Algorithm selection for solving educational timetabling problems
de la Rosa-Rivera, Felipe, Nunez-Varela, Jose I., Ortiz-Bayliss, José C., Terashima-Marín, Hugo
Published in Expert systems with applications (15.07.2021)
Published in Expert systems with applications (15.07.2021)
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Journal Article
Criminal Intention Detection at Early Stages of Shoplifting Cases by Using 3D Convolutional Neural Networks
Martínez-Mascorro, Guillermo A., Abreu-Pederzini, José R., Ortiz-Bayliss, José C., Garcia-Collantes, Angel, Terashima-Marín, Hugo
Published in Computation (01.02.2021)
Published in Computation (01.02.2021)
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Journal Article
Towards a Generalised Metaheuristic Model for Continuous Optimisation Problems
Cruz-Duarte, Jorge M., Ortiz-Bayliss, José C., Amaya, Iván, Shi, Yong, Terashima-Marín, Hugo, Pillay, Nelishia
Published in Mathematics (Basel) (01.11.2020)
Published in Mathematics (Basel) (01.11.2020)
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Journal Article
CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search
Cruz-Duarte, Jorge M., Amaya, Ivan, Ortiz-Bayliss, José C., Terashima-Marín, Hugo, Shi, Yong
Published in SoftwareX (01.07.2020)
Published in SoftwareX (01.07.2020)
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Journal Article
A General Framework Based on Machine Learning for Algorithm Selection in Constraint Satisfaction Problems
Ortiz-Bayliss, José C., Amaya, Ivan, Cruz-Duarte, Jorge M., Gutierrez-Rodriguez, Andres E., Conant-Pablos, Santiago E., Terashima-Marín, Hugo
Published in Applied sciences (01.03.2021)
Published in Applied sciences (01.03.2021)
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Journal Article
Sequence-based Selection Hyper-heuristic Model via MAP-Elites
Sanchez, Melissa, Cruz-Duarte, Jorge M., Ortiz-Bayliss, Jose C., Amaya, Ivan
Published in IEEE access (01.01.2021)
Published in IEEE access (01.01.2021)
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Journal Article
Using μ Genetic Algorithms for Hyper-heuristic Development: A Preliminary Study on Bin Packing Problems
Ortiz-Bayliss, Jose C., Juarez, Julio, Falcon-Cardona, Jesus Guillermo
Published in 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI) (25.11.2023)
Published in 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI) (25.11.2023)
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Conference Proceeding
On the Feasibility of Using a High-Level Solver within Robotic Mobile Fulfillment Systems
Benavides-Robles, Maria Torcoroma, Cruz-Duarte, Jorge M., Ortiz-Bayliss, Jose C., Amaya, Ivan
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
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Conference Proceeding
On the Feasibility of using Neural Networks as High-level solvers for the Pod Allocation Problem within Robotic Mobile Fulfillment Systems
Benavides-Robles, Maria Torcoroma, Cruz-Duarte, Jorge M., Amaya, Ivan, Ortiz-Bayliss, Jose C.
Published in 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI) (25.11.2023)
Published in 2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI) (25.11.2023)
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Conference Proceeding
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control
Zambrano-Gutierrez, Daniel F., Molina-Porras, Alberto C., Ovalle-Magallanes, Emmanuel, Amaya, Ivan, Ortiz-Bayliss, Jose C., Avina-Cervantes, Juan G., Cruz-Duarte, Jorge M.
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05.12.2023)
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Conference Proceeding
Detecting Suspicious Behavior: How to Deal with Visual Similarity through Neural Networks
Martínez-Mascorro, Guillermo A, Ortiz-Bayliss, José C, Terashima-Marín, Hugo
Published in arXiv.org (30.07.2020)
Published in arXiv.org (30.07.2020)
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Paper
Journal Article
Exploring heuristic interactions in constraint satisfaction problems: A closer look at the hyper-heuristic space
Ortiz-Bayliss, Jose C., Terashima-Marin, Hugo, Ozcan, Ender, Parkes, Andrew J., Conant-Pablos, Santiago E.
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
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Conference Proceeding