Overview
- Recent research in Complex Networks
- Gives a balanced overview of the state of the art in Complex Networks and applications with a particular engineering focus
- Written by leading experts in the field
- Includes supplementary material: sn.pub/extras
Part of the book series: Understanding Complex Systems (UCS)
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Table of contents (18 chapters)
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Front Matter
Keywords
About this book
This elementary book provides some state-of-the-art research results on broad disciplinary sciences on complex networks. It presents an in-depth study with detailed description of dynamics, controls and applications of complex networks. The contents of this book can be summarized as follows. First, the dynamics of complex networks, for example, the cluster dynamic analysis by using kernel spectral methods, community detection algorithms in bipartite networks, epidemiological modeling with demographics and epidemic spreading on multi-layer networks, are studied. Second, the controls of complex networks are investigated including topics like distributed finite-time cooperative control of multi-agent systems by applying homogenous-degree and Lyapunov methods, composite finite-time containment control for disturbed second-order multi-agent systems, fractional-order observer design of multi-agent systems, chaos control and anticontrol of complex systems via Parrondos game and many more. Third, the applications of complex networks provide some applicable carriers, which show the importance of theories developed in complex networks. In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.
Editors and Affiliations
Bibliographic Information
Book Title: Complex Systems and Networks
Book Subtitle: Dynamics, Controls and Applications
Editors: Jinhu Lü, Xinghuo Yu, Guanrong Chen, Wenwu Yu
Series Title: Understanding Complex Systems
DOI: https://doi.org/10.1007/978-3-662-47824-0
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2016
Hardcover ISBN: 978-3-662-47823-3Published: 26 August 2015
Softcover ISBN: 978-3-662-50744-5Published: 23 August 2016
eBook ISBN: 978-3-662-47824-0Published: 14 August 2015
Series ISSN: 1860-0832
Series E-ISSN: 1860-0840
Edition Number: 1
Number of Pages: VIII, 482
Number of Illustrations: 38 b/w illustrations, 158 illustrations in colour
Topics: Complexity, Applications of Graph Theory and Complex Networks, Applications of Nonlinear Dynamics and Chaos Theory