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On the efficiency of nature-inspired metaheuristics in expensive global optimization with limited budget

Global optimization problems where evaluation of the objective function is an expensive operation arise frequently in engineering, decision making, optimal control, etc. There exist two huge but almost completely disjoint communities (they have different journals, different conferences, different te...

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Detalles Bibliográficos
Autores principales: Sergeyev, Ya. D., Kvasov, D. E., Mukhametzhanov, M. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5765181/
https://www.ncbi.nlm.nih.gov/pubmed/29323223
http://dx.doi.org/10.1038/s41598-017-18940-4