Lectures on Nonsmooth Optimization - Texts in Applied Mathematics - Qinian Jin - Books - Springer International Publishing AG - 9783031914164 - July 4, 2025
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Qinian Jin
Lectures on Nonsmooth Optimization - Texts in Applied Mathematics

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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released July 4, 2025
ISBN13 9783031914164
Publishers Springer International Publishing AG
Pages 560
Dimensions 150 × 220 × 20 mm   ·   975 g
Language German  

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