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Submodularity in Dynamics and Control of Networked Systems

Andrew Clark - Personal Name; Basel Alomair - Personal Name; Linda Bushnell - Personal Name; Radha Poovendran - Personal Name;

This book presents a framework for the control of networked systems utilizing submodular optimization techniques. The main focus is on selecting input nodes for the control of networked systems, an inherently discrete optimization problem with applications in power system stability, social influence dynamics, and the control of vehicle formations. The first part of the book is devoted to background information on submodular functions, matroids, and submodular optimization, and presents algorithms for distributed submodular optimization that are scalable to large networked systems.


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Detail Information
Series Title
Communications and Control Engineering
Call Number
-
Publisher
Cham : Springer., 2016
Collation
XVII, 210
Language
English
ISBN/ISSN
978-3-319-26977-1
Classification
NONE
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Engineering
Specific Detail Info
-
Statement of Responsibility
Andrew Clark, Basel Alomair, Linda Bushnell, Radha Poovendran
Other Information
Cataloger
Jemadi
Source
https://link.springer.com/content/pdf/10.1007/978-3-319-26977-1.pdf?pdf=button
Validator
-
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No other version available

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  • Submodularity in Dynamics and Control of Networked Systems
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