Overview
- Nominated as an outstanding PhD thesis by the University of Seville, Spain
- Reports on networked control design using game theoretic methods
- Presents novel theoretical findings regarding stability
- Discusses several ideas to solve the combinatorial explosion problem
Part of the book series: Springer Theses (Springer Theses)
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About this book
This book analyzes coalitional control schemes by incorporating concepts of cooperative game theory into a distributed control framework. It considers a networked architecture where the nodes are the agents and the edges are their communication links and either the agents or the links are established as the players of cooperative games related to the cost function of the coalitional schemes. The book discusses various cooperative game theory tools that are used to measure/analyze the players’ features, impose constraints on them, provide alternative methods of game computation, detect critical players inside the control scheme, and perform system partitioning of large-scale systems, such as the Barcelona drinking water network, which is described in a case study.
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Keywords
- Game Theory in Control Design
- Transferable Utility Games
- Coalitional Model Predictive Control
- LMI Application to Control Problems
- Linear Matrix Inequalities for Control Design
- Iterative Design Methods for Control Networks
- Constraints on the Shapley Value
- Shapley Value in Control Networks
- Banzhaf Value in Coalitional Control
- Harsanyi Power Solutions in Coalitional Control
- Detecting Critical Nodes in Control Networks
- Game Theory for Distributed Control
- Coalitional Model Predictive Control
- Reducing the Combinatorial Explosion Problem
- Game Theoretical Randomized Methods
- Partitioning of Large-Scale Systems
- Partitioning of Drinking Water Networks
Table of contents (9 chapters)
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Front Matter
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Back Matter
Authors and Affiliations
Bibliographic Information
Book Title: Cooperative Game Theory Tools in Coalitional Control Networks
Authors: Francisco Javier Muros
Series Title: Springer Theses
DOI: https://doi.org/10.1007/978-3-030-10489-4
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Hardcover ISBN: 978-3-030-10488-7Published: 08 May 2019
eBook ISBN: 978-3-030-10489-4Published: 24 April 2019
Series ISSN: 2190-5053
Series E-ISSN: 2190-5061
Edition Number: 1
Number of Pages: XXII, 218
Number of Illustrations: 37 b/w illustrations, 10 illustrations in colour
Topics: Control and Systems Theory, Game Theory, Economics, Social and Behav. Sciences, Computational Intelligence