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A review of simheuristics : extending metaheuristics to deal with stochastic combinatorial optimization problems
Juan, Angel A.; Faulin, Javier; Grasman, Scott E.; … - In: Operations research perspectives 2 (2015), pp. 62-72
the use of metaheuristic algorithms. Metaheuristics benefit from different random-search and parallelization paradigms … that allows for extending metaheuristics through simulation to solve stochastic COPs. "Simheuristics" allow modelers for …-driven framework. These optimization-driven algorithms rely on the fact that efficient metaheuristics already exist for the …
Persistent link: https://www.econbiz.de/10011822486
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Genetic-alorithm-based simulation optimization considering a single stochastic constraint
Tsai, Shing Chih; Fu, Sheng Yang - In: European journal of operational research : EJOR 236 (2014) 1, pp. 113-125
Persistent link: https://www.econbiz.de/10010361764
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Search with evolutionary ruin and stochastic rebuild : a theoretic framework and a case study on exam timetabling
Li, Jingpeng; Bai, Ruibin; Shen, Yindong; Qu, Rong - In: European journal of operational research : EJOR 242 (2015) 3, pp. 798-806
Persistent link: https://www.econbiz.de/10010492390
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Metaheuristic search techniques for multi-objective and stochastic problems : a history of the inventions of Walter J. Gutjahr in the past 22 years
Doerner, Karl Franz; Maniezzo, Vittorio - In: Central European journal of operations research : CEJOR … 26 (2018) 2, pp. 331-356
Persistent link: https://www.econbiz.de/10011866118
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The stochastic container relocation problem
Galle, V.; Manshadi, V. H.; Boroujeni, S. Borjian; … - In: Transportation science : a journal of the Institute for … 52 (2018) 5, pp. 1035-1058
Persistent link: https://www.econbiz.de/10011937851
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Stochastic mixed-model assembly line sequencing problem : mathematical modeling and Q-learning based simulated annealing hyper-heuristics
Mosadegh, Hadi; Fatemi Ghomi, S. M. T.; Süer, Gürsel A. - In: European journal of operational research : EJOR 282 (2020) 2, pp. 530-544
Persistent link: https://www.econbiz.de/10012157844
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Combinatorial optimization-enriched machine learning to solve the dynamic vehicle routing problem with time windows
Baty, Léo; Jungel, Kai; Klein, Patrick S.; Parmentier, Axel - In: Transportation science 58 (2024) 4, pp. 708-725
Persistent link: https://www.econbiz.de/10014636700
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A progressive hedging approach for surgery planning under uncertainty
Gul, Serhat; Denton, Brian T.; Fowler, John W. - In: INFORMS journal on computing : JOC 27 (2015) 4, pp. 755-772
Persistent link: https://www.econbiz.de/10011422725
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Stochastic resource allocation using a predictor-based heuristic for optimization via simulation
Melouk, Sharif H.; Fontem, Belleh A.; Waymire, Emily; … - In: Computers & operations research : and their … 46 (2014), pp. 38-48
Persistent link: https://www.econbiz.de/10010336131
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Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Yaakoubi, Yassine; Dimitrakopoulos, Roussos - 2022
Persistent link: https://www.econbiz.de/10012939456