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Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators

(Bog, Hardback, Engelsk)
Forfattere: Ernest K. (Seoul National University) Ryu, Wotao (University of California Yin
Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators
Forlag: Cambridge University Press

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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.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Ernest K. (Seoul National University) Ryu, Wotao (University of California Yin
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 01-12-2022
Første udgivelsesår 2022
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 318
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 318 pages, Worked examples or Exercises
Mål 186 x 263 x 26
ISBN-13 / EAN-13 9781009160858