Submodularity in Dynamics and Control of Networked Systems
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.In turn, the second part develops a unifying submodular optimiz…
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Produktdetails
Weitere Autoren: Poovendran, Radha / Alomair, Basel / Bushnell, Linda / Baillieul, John (Vorb.)
- ISBN: 978-3-319-26977-1
- EAN: 9783319269771
- Produktnummer: 19303164
- Verlag: Springer
- Sprache: Englisch
- Erscheinungsjahr: 2015
- Plattform: PDF
- Masse: 4'661 KB
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