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José Lemus-Romani
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A q-learning hyperheuristic binarization framework to balance exploration and exploitation
D Tapia, B Crawford, R Soto, F Cisternas-Caneo, J Lemus-Romani, ...
International Conference on Applied Informatics, 14-28, 2020
182020
Q-learnheuristics: Towards data-driven balanced metaheuristics
B Crawford, R Soto, J Lemus-Romani, M Becerra-Rozas, ...
Mathematics 9 (16), 1839, 2021
172021
Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case
D Tapia, B Crawford, R Soto, W Palma, J Lemus-Romani, ...
2021 IEEE International Conference on Automation/XXIV Congress of the …, 2021
172021
A data-driven dynamic discretization framework to solve combinatorial problems using continuous metaheuristics
F Cisternas-Caneo, B Crawford, R Soto, H de la Fuente-Mella, D Tapia, ...
International Conference on Innovations in Bio-Inspired Computing and …, 2020
162020
A novel learning-based binarization scheme selector for swarm algorithms solving combinatorial problems
J Lemus-Romani, M Becerra-Rozas, B Crawford, R Soto, ...
Mathematics 9 (22), 2887, 2021
132021
Investigating the efficiency of swarm algorithms for bridge strengthening by conversion to tied-arch: A numerical case study on San Luis bridge
B Crawford, R Soto, J Lemus-Romani, G Astorga, S Matus de la Parra, ...
Iranian Journal of Science and Technology, Transactions of Civil Engineering …, 2021
122021
A binary machine learning cuckoo search algorithm improved by a local search operator for the set-union knapsack problem
J García, J Lemus-Romani, F Altimiras, B Crawford, R Soto, ...
Mathematics 9 (20), 2611, 2021
102021
Ambidextrous socio-cultural algorithms
J Lemus-Romani, B Crawford, R Soto, G Astorga, S Misra, K Crawford, ...
Computational Science and Its Applications–ICCSA 2020: 20th International …, 2020
102020
Solving the 0/1 knapsack problem using a galactic swarm optimization with data-driven binarization approaches
C Vásquez, J Lemus-Romani, B Crawford, R Soto, G Astorga, W Palma, ...
Computational Science and Its Applications–ICCSA 2020: 20th International …, 2020
102020
Bridges reinforcement through conversion of tied-arch using crow search algorithm
S Valdivia, B Crawford, R Soto, J Lemus-Romani, G Astorga, S Misra, ...
Computational Science and Its Applications–ICCSA 2019: 19th International …, 2019
102019
Continuous metaheuristics for binary optimization problems: An updated systematic literature review
M Becerra-Rozas, J Lemus-Romani, F Cisternas-Caneo, B Crawford, ...
Mathematics 11 (1), 129, 2022
92022
Galactic swarm optimization applied to reinforcement of bridges by conversion in cable-stayed arch
C Vásquez, B Crawford, R Soto, J Lemus-Romani, G Astorga, S Misra, ...
Computational Science and Its Applications–ICCSA 2019: 19th International …, 2019
82019
A comparison of Learnheuristics using different Reward Functions to solve the Set Covering Problem
B Crawford, R Soto, F Cisternas-Caneo, D Tapia, H de la Fuente-Mella, ...
International Conference on Optimization and Learning, 74-85, 2021
72021
An adaptive intelligent water drops algorithm for set covering problem
B Crawford, R Soto, G Astorga, J Lemus-Romani, S Misra, JM Rubio
2019 19th International Conference on Computational Science and Its …, 2019
72019
Optimization of bridges reinforcements with tied-arch using moth search algorithm
Ó Carrasco, B Crawford, R Soto, J Lemus-Romani, G Astorga, ...
From Bioinspired Systems and Biomedical Applications to Machine Learning …, 2019
72019
Reinforcement learning based whale optimizer
M Becerra-Rozas, J Lemus-Romani, B Crawford, R Soto, ...
International Conference on Computational Science and Its Applications, 205-219, 2021
62021
Limited stop services design considering variable dwell time and operating capacity constraints
J Lemus-Romani, B Alonso, JL Moura, B Crawford, R Soto, F González
IEEE Access 9, 30359-30373, 2021
62021
A teaching-learning-based optimization algorithm for the weighted set-covering problem
B Crawford, R Soto, W Palma, F Aballay, J Lemus-Romani, S Misra, ...
Tehnički vjesnik 27 (5), 1678-1684, 2020
62020
Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector
M Becerra-Rozas, J Lemus-Romani, F Cisternas-Caneo, B Crawford, ...
Mathematics 10 (24), 4776, 2022
52022
Self-configuring intelligent water drops algorithm for software project scheduling problem
B Crawford, R Soto, G Astorga, J Lemus, A Salas-Fernández
Information Technology and Systems: Proceedings of ICITS 2019, 274-283, 2019
52019
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