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Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators Ryu, Ernest K. (Seoul National University)
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Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators
Ryu, Ernest K. (Seoul National University)
This introduction to the theory of convex optimization algorithms presents a unified analysis of first-order optimization methods using the abstraction of monotone operators. The text empowers graduate students in mathematics, computer science, and engineering to choose and design the splitting methods best suited for a given problem.
400 pages, Worked examples or Exercises
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | December 1, 2022 |
| ISBN13 | 9781009160858 |
| Publishers | Cambridge University Press |
| Pages | 318 |
| Dimensions | 263 × 186 × 26 mm · 790 g |
| Language | English |
