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Nonsmooth spectral gradient methods for unconstrained optimization

To solve nonsmooth unconstrained minimization problems, we combine the spectral choice of step length with two well-established subdifferential-type schemes: the gradient sampling method and the simplex gradient method. We focus on the interesting case in which the objective function is continuously...

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Autors principals: Milagros Loreto, Hugo Aponte, Debora Cores, Marcos Raydan
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2017-12-01
Col·lecció:EURO Journal on Computational Optimization
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S2192440621000927
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