Cooperative Game Theory Tools in Coalitional Control Networks

1. Auflage 2019
ISBN: 978-3-030-10488-7
Verlag: Springer International Publishing

Buch, Englisch, 218 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 530 g

Reihe: Springer Theses

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.

Zielgruppe

Research

Autoren/Hrsg.

Muros, Francisco Javier

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik Mathematik Operations Research Spieltheorie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik

Inhaltsverzeichnis

Introduction.- Cooperative Game Theory.- Coalitional Systems in Optimal Control.- The Shapley and Position Values to Design Coalitional Networks.- The Banzhaf Value as a Design Tool in Coalitional Control.- Harsanyi Power Solutions in Coalitional Control Systems.- Detection of Critical Agents by the Position Value.- Partitioning of Coalitional Networks by Cooperative Game Theory.- Conclusions and Future Research.