Q-learnheuristics: Towards data-driven balanced metaheuristics B Crawford, R Soto, J Lemus-Romani, M Becerra-Rozas, ... Mathematics 9 (16), 1839, 2021 | 23 | 2021 |
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 | 18 | 2020 |
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 | 17 | 2021 |
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 | 17 | 2020 |
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 | 15 | 2021 |
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 | 12 | 2022 |
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 | 12 | 2021 |
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 | 12 | 2021 |
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 | 10 | 2020 |
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 | 10 | 2020 |
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 | 10 | 2019 |
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 | 8 | 2019 |
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 | 7 | 2021 |
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 | 7 | 2019 |
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 | 7 | 2019 |
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 | 6 | 2022 |
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 | 6 | 2021 |
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 | 6 | 2021 |
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 | 6 | 2020 |
Balancing exploration-exploitation in the set covering problem resolution with a self-adaptive intelligent water drops algorithm B Crawford, R Soto, G Astorga, J Lemus-Romani, S Misra, M Castillo, ... Advances in Science, Technolog y and Engineering Systems 6 (1), 134-45, 2020 | 5 | 2020 |