Jinhu Lü: Complex Systems and Networks

Cover: 9783662507445 | Complex Systems and Networks | Dynamics, Controls and Applications

Rückseite: 9783662507445 | Complex Systems and Networks | Dynamics, Controls and Applications

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Sprache: Englisch

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Beschreibung

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.

Zusammenfassung

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: [...]

Inhaltsverzeichnis

Discovering Cluster Dynamics Using Kernel Spectral Methods.- Community Detection in Bipartite Networks: Algorithms and Case Studies.- Epidemiological Modeling on Complex Networks.- Resilience of Spatial Networks.- Synchronization and Control of Hyper and Colored Networks.- New Nonlinear CPRNG Based on Tent and Logistic Maps.- Distributed Finite-time Cooperative Control of Multi-agent Systems.- Composite Finite-time Containment Control for Disturbed Second-order multi-agent Systems.-Application of Fractional-order Calculus in a Class of Multi-Agent System.- Chaos Control and Anticontrol of Complex Systems via Parrondös Game.- Collective Behavior Coordination with Predictive Mechanisms.- Convergence, Consensus and Synchronization of Complex Networks via Contraction Theory.- Towards Structural Controllability of Temporal Complex Networks.- A General Model for Studying Time Evolution of Transition Networks.- Deflection Routing in Complex Networks.- Recommender Systems for Social Networks Analysis and Mining:Precision vs. Diversity.- Strategy Selection in Networked Evolutionary Games: Structural Effect and the Evolution of Cooperation.- Network Analysis, Integration and Methods in Computational Biology.

Details

Erscheinungsjahr:	2016
Fachbereich:	Technik allgemein
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	viii 482 S. 38 s/w Illustr. 158 farbige Illustr. 482 p. 196 illus. 158 illus. in color.
ISBN-13:	9783662507445
ISBN-10:	3662507447
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Redaktion:	Lü, Jinhu Yu, Wenwu Chen, Guanrong Yu, Xinghuo
Herausgeber:	Jinhu Lü/Xinghuo Yu/Guanrong Chen et al
Auflage:	Softcover reprint of the original 1st edition 2016
Hersteller:	Springer Berlin Springer Berlin Heidelberg
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 27 mm
Von/Mit:	Jinhu Lü (u. a.)
Erscheinungsdatum:	23.08.2016
Gewicht:	0,739 kg