Adaptive Networks : Theory, Models and Applications. 1st ed. 2009

種類:

電子ブック

責任表示:

edited by Thilo Gross, Hiroki Sayama

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009

著者名:

• Gross, Thilo.
• Sayama, Hiroki.
• SpringerLink (Online service)

シリーズ名:

Understanding Complex Systems ;

ISBN:

9783642012846 [3642012841]    

注記:

I Real-World Examples of Adaptive Networks -- Social Group Dynamics in Networks -- Time-Dependent Complex Networks: Dynamic Centrality, Dynamic Motifs, and Cycles of Social Interactions -- Adaptive Biological Networks -- Adaptive Networks -- II Self-Organization of Adaptive Networks -- Self-Organized Criticality and Adaptation in Discrete Dynamical Networks -- Self-Organization and Complex Networks -- Self-Organization of Network Structure in Coupled-Map Systems -- Dynamical Optimization and Synchronization in Adaptive Complex Networks -- III Contact Processes and Epidemiology on Adaptive Networks -- Contact Processes and Moment Closure on Adaptive Networks -- Noise Induced Dynamics in Adaptive Networks with Applications to Epidemiology -- IV Social Games on Adaptive Networks -- A Dynamic Model of Social Network Formation -- Evolutionary Games in Self-Organizing Populations -- The Diplomat#x2019;s Dilemma: Maximal Power for Minimal Effort in Social Networks -- V Graph-Rewriting-Based Approaches -- Graph-Rewri
With adaptive, complex networks, the evolution of the network topology and the dynamical processes on the network are equally important and often fundamentally entangled. Recent research has shown that such networks can exhibit a plethora of new phenomena which are ultimately required to describe many real-world networks. Some of those phenomena include robust self-organization towards dynamical criticality, formation of complex global topologies based on simple, local rules, and the spontaneous division of "labor" in which an initially homogenous population of network nodes self-organizes into functionally distinct classes. These are just a few. This book is a state-of-the-art survey of those unique networks. In it, leading researchers set out to define the future scope and direction of some of the most advanced developments in the vast field of complex network science and its applications.

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