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Language: en
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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
Pages: 320
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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: 282
Pages: 282
Type: BOOK - Published: 2019-09-06 - Publisher: Springer Nature
In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. Th
Language: en
Pages: 739
Pages: 739
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media
This is a textbook about linear and integer linear optimization. There is a growing need in industries such as airline, trucking, and financial engineering to s
Language: en
Pages: 322
Pages: 322
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