Lipschitz global optimization and machine learning: helping each other to solve complex problems

In this paper we consider global optimization problems and methods for solving them. The numerical solution of this class of problems is computationally challenging. The most complex problems are multicriteria problems in which the objective functions are multiextremal and non-differentiable, and, m...

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Bibliographic Details
Main Authors: Usova Marina, Barkalov Konstantin
Format: Article
Language:English
Published: EDP Sciences 2024-01-01
Series:ITM Web of Conferences
Online Access:https://www.itm-conferences.org/articles/itmconf/pdf/2024/02/itmconf_hmmocs2023_01019.pdf