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Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers
Language: en
Pages: 138
Authors: Stephen Boyd
Categories: Computers
Type: BOOK - Published: 2011 - Publisher: Now Publishers Inc

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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
Advances in Energy System Optimization
Language: en
Pages: 239
Authors: Valentin Bertsch
Categories: Mathematics
Type: BOOK - Published: 2017-03-16 - Publisher: Springer

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The papers presented in this volume address diverse challenges in energy systems, ranging from operational to investment planning problems, from market economic
Stochastic Hybrid Systems
Language: en
Pages: 300
Authors: Christos G. Cassandras
Categories: Technology & Engineering
Type: BOOK - Published: 2018-10-03 - Publisher: CRC Press

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Because they incorporate both time- and event-driven dynamics, stochastic hybrid systems (SHS) have become ubiquitous in a variety of fields, from mathematical
Distributed Optimization for Smart Cyber-Physical Networks
Language: en
Pages: 148
Authors: Giuseppe Notarstefano
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In an increasingly connected world, the term cyber-physical networks has been coined to refer to the communication among devices that is turning smart devices i
Proximal Algorithms
Language: en
Pages: 130
Authors: Neal Parikh
Categories: Mathematics
Type: BOOK - Published: 2013-11 - Publisher: Now Pub

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Proximal Algorithms discusses proximal operators and proximal algorithms, and illustrates their applicability to standard and distributed convex optimization in