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Acceleration of Global Optimization Algorithm by Detecting Local Extrema Based on Machine Learning
This paper features the study of global optimization problems and numerical methods of their solution. Such problems are computationally expensive since the objective function can be multi-extremal, nondifferentiable, and, as a rule, given in the form of a “black box”. This study used a deterministi...
Autores principales: | Barkalov, Konstantin, Lebedev, Ilya, Kozinov, Evgeny |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534649/ https://www.ncbi.nlm.nih.gov/pubmed/34681996 http://dx.doi.org/10.3390/e23101272 |
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