國立虎尾科技大學 |

Complex systems and networks = dynamics, controls and applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Complex systems and networks/ edited by Jinhu Lu ... [et al.].
Reminder of title:	dynamics, controls and applications /
other author:	Lu, Jinhu.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2016.,
Description:	viii, 482 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	System analysis. -
Online resource:	http://dx.doi.org/10.1007/978-3-662-47824-0
ISBN:	9783662478240

Complex systems and networks = dynamics, controls and applications /
Complex systems and networksdynamics, controls and applications /[electronic resource] :edited by Jinhu Lu ... [et al.]. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - viii, 482 p. :ill. (some col.), digital ;24 cm. - Understanding complex systems,1860-0832. - Understanding complex systems..

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 Parrondo's 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.

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.

ISBN: 9783662478240

Standard No.: 10.1007/978-3-662-47824-0doiSubjects--Topical Terms:

528439
System analysis.

LC Class. No.: QA402

Dewey Class. No.: 004.21

Complex systems and networks = dynamics, controls and applications /
LDR:03719nam a2200325 a 4500 001 860320
003 DE-He213
005 20160715151505.0
006 m d
007 cr nn 008maaau
008 170720s2016 gw s 0 eng d
020 $a 9783662478240 $q (electronic bk.)
020 $a 9783662478233 $q (paper)
024 7 $a 10.1007/978-3-662-47824-0 $2 doi
035 $a 978-3-662-47824-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA402
072 7 $a GPFC $2 bicssc
072 7 $a TEC000000 $2 bisacsh
082 0 4 $a 004.21 $2 23
090 $a QA402 $b .C737 2016
245 0 0 $a Complex systems and networks $h [electronic resource] : $b dynamics, controls and applications / $c edited by Jinhu Lu ... [et al.].
260 $a Berlin, Heidelberg : $c 2016. $b Springer Berlin Heidelberg : $b Imprint: Springer,
300 $a viii, 482 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Understanding complex systems, $x 1860-0832
505 0 $a 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 Parrondo's 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.
520 $a 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.
650 0 $a System analysis. $3 528439
650 0 $a Computational complexity. $3 527777
650 0 $a Multiagent systems. $3 745736
650 1 4 $a Engineering. $3 561152
650 2 4 $a Complexity. $3 669595
650 2 4 $a Complex Networks. $3 784746
650 2 4 $a Nonlinear Dynamics. $3 783150
700 1 $a Lu, Jinhu. $3 1101869
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Understanding complex systems. $3 881607
856 4 0 $u http://dx.doi.org/10.1007/978-3-662-47824-0
950 $a Engineering (Springer-11647)