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Type: BOOK - Published: 2018-11-11 - Publisher: Springer
This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimizat
Language: en
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Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media
In its thousands of years of history, mathematics has made an extraordinary ca reer. It started from rules for bookkeeping and computation of areas to become th
Language: en
Pages: 322
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Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media
Decomposition methods aim to reduce large-scale problems to simpler problems. This monograph presents selected aspects of the dimension-reduction problem. Exact
Language: en
Pages: 320
Pages: 320
Type: BOOK - Published: 2022-12-01 - Publisher: Cambridge University Press
Starting from where a first course in convex optimization leaves off, this text presents a unified analysis of first-order optimization methods – including pa
Language: en
Pages: 243
Pages: 243
Type: BOOK - Published: 2020-08-04 - Publisher: Springer Nature
This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on th