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Lectures on Nonsmooth Optimization - Texts in Applied Mathematics Qinian Jin
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Lectures on Nonsmooth Optimization - Texts in Applied Mathematics
Qinian Jin
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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