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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
Online Optimization of Large Scale Systems
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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
Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers
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Surveys the theory and history of the alternating direction method of multipliers, and discusses its applications to a wide variety of statistical and machine l
Large Scale Optimization in Supply Chains and Smart Manufacturing
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In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. Th
Large Scale Linear and Integer Optimization: A Unified Approach
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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