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Distributed Optimization-Based Control of Multi-Agent Networks in Complex Environments

Language EnglishEnglish
Book Paperback
Book Distributed Optimization-Based Control of Multi-Agent Networks in Complex Environments Minghui Zhu
Libristo code: 09277524
Publishers Springer International Publishing AG, June 2015
This book offers a concise and in-depth exposition of specific algorithmic solutions for distributed... Full description
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This book offers a concise and in-depth exposition of specific algorithmic solutions for distributed optimization based control of multi-agent networks and their performance analysis. It synthesizes and analyzes distributed strategies for three collaborative tasks: distributed cooperative optimization, mobile sensor deployment and multi-vehicle formation control. The book integrates miscellaneous ideas and tools from dynamic systems, control theory, graph theory, optimization, game theory and Markov chains to address the particular challenges introduced by such complexities in the environment as topological dynamics, environmental uncertainties, and potential cyber-attack by human adversaries.§§The book is written for first- or second-year graduate students in a variety of engineering disciplines, including control, robotics, decision-making, optimization and algorithms and with backgrounds in aerospace engineering, computer science, electrical engineering, mechanical engineering and operations research. Researchers in these areas may also find the book useful as a reference.§

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About the book

Full name Distributed Optimization-Based Control of Multi-Agent Networks in Complex Environments
Language English
Binding Book - Paperback
Date of issue 2015
Number of pages 124
EAN 9783319190716
ISBN 3319190717
Libristo code 09277524
Weight 2488
Dimensions 155 x 235 x 7
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