Convex Optimization with Computational Errors
Language: en
Pages: 364
Authors: Alexander J. Zaslavski
Categories: Mathematics
Type: BOOK - Published: 2020-01-31 - Publisher: Springer Nature

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The book is devoted to the study of approximate solutions of optimization problems in the presence of computational errors. It contains a number of results on t
Numerical Optimization with Computational Errors
Language: en
Pages: 308
Authors: Alexander J. Zaslavski
Categories: Mathematics
Type: BOOK - Published: 2016-04-22 - Publisher: Springer

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This book studies the approximate solutions of optimization problems in the presence of computational errors. A number of results are presented on the convergen
The Projected Subgradient Algorithm in Convex Optimization
Language: en
Pages: 148
Authors: Alexander J. Zaslavski
Categories: Mathematics
Type: BOOK - Published: 2020-11-25 - Publisher: Springer Nature

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This focused monograph presents a study of subgradient algorithms for constrained minimization problems in a Hilbert space. The book is of interest for experts
Convex Optimization
Language: en
Pages: 744
Authors: Stephen P. Boyd
Categories: Business & Economics
Type: BOOK - Published: 2004-03-08 - Publisher: Cambridge University Press

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Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how
Optimization on Solution Sets of Common Fixed Point Problems
Language: en
Pages: 434
Authors: Alexander J. Zaslavski
Categories: Mathematics
Type: BOOK - Published: 2021-08-09 - Publisher: Springer Nature

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This book is devoted to a detailed study of the subgradient projection method and its variants for convex optimization problems over the solution sets of common