A binary machine learning cuckoo search algorithm improved by a local search operator for the set-union knapsack problem

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García et al .2021.A Binary Machine Learning Cuckoo Search Algorithm Improved by a Local Search Operator for the Set-Union Knapsack Problem.pdf (370.5 KB)

Date

2021-10-16

Document type

journal article

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Investigación
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Authors

Garcia, Jose, Lemus-Romani, Jose, Altimiras, Francisco, Crawford, Broderick, Soto, Ricardo, Becerra-Rozas, Marcelo, Moraga, Paola, Becerra, Alex Paz, Peña Fritz, Alvaro, Rubio, José-Miguel, Astorga, Gino

Publisher

MDPI AG

URI

https://repositorio.udla.cl/handle/udla/1064

DOI

https://doi.org/10.3390/math9202611

Keywords

combinatorial optimization, machine learning, metaheuristics, set-union knapsack

Citation

Mathematics, 9(20), 2611. https://doi.org/10.3390/math9202611

Abstract

Optimization techniques, specially metaheuristics, are constantly refined in order to decrease execution times, increase the quality of solutions, and address larger target cases. Hybridizing techniqu...

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Creative Commons Attribution 4.0 International
Except where otherwised noted, this item's license is described as Creative Commons Attribution 4.0 International
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