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Lectures On Nonsmooth Optimization

by Qinian Jin
language: english
Publisher: Springer International Publishing AG, July of 2025 ‧
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It first introduces basic facts on convex analysis and subdifferetial calculus, various algorithms are then discussed, including subgradient methods, mirror descent methods, proximal algorithms, alternating direction method of multipliers, primal dual splitting methods and semismooth Newton methods.

Lectures On Nonsmooth Optimization

by Qinian Jin

Property Description
ISBN: 9783031914164
Publisher: Springer International Publishing AG
Release Date: July of 2025
Language: English
Dimensions: 155 x 235 x 20 mm
Cover: Hardcover
Pages: 560
Format: Book
Collection: Texts In Applied Mathematics
Categories: Books in English > Science > Mathematics
EAN: 9783031914164

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