Trust-region methods for the derivative-free optimization of nonsmooth black-box functions

In this paper we study the minimization of a nonsmooth black-box type function, without assuming any access to derivatives or generalized derivatives and without any knowledge about the analytical origin of the function nonsmoothness. Directional methods have been derived for such problems but to ou...

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Detalhes bibliográficos
Autor principal: Liuzzi, Giampaolo (author)
Outros Autores: Lucidi, Stefano (author), Rinaldi, Francesco (author), Vicente, Luís Nunes (author)
Formato: article
Idioma:eng
Publicado em: 2019
Assuntos:
Texto completo:http://hdl.handle.net/10316/89470
País:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/89470