Please use this identifier to cite or link to this item: https://doi.org/10.1063/1.3523297
Title: Evolution of functional subnetworks in complex systems
Authors: Li, M. 
Wang, X.
Lai, C.-H. 
Issue Date: 30-Dec-2010
Source: Li, M., Wang, X., Lai, C.-H. (2010-12-30). Evolution of functional subnetworks in complex systems. Chaos 20 (4) : -. ScholarBank@NUS Repository. https://doi.org/10.1063/1.3523297
Abstract: Links in a realistic network may have different functions, which makes the network virtually a combination of some small-size functional subnetworks. Here, by a model of coupled phase oscillators, we investigate how such functional subnetworks are evolved and developed according to the network structure and dynamics. In particular, we study the case of evolutionary clustered networks in which the function type of each link (attractive or repulsive coupling) is adaptively updated according to the local network dynamics. It is found that during the process of system evolution, the network is gradually stabilized into a particular form in which the attractive (repulsive) subnetwork consists only of the intralinks (interlinks). Based on the observed properties of subnetwork evolution, we also propose a new algorithm for network partition which, compared with the conventional algorithms, is distinguished by its convenient operation and fast computing speed. © 2010 American Institute of Physics.
Source Title: Chaos
URI: http://scholarbank.nus.edu.sg/handle/10635/52922
ISSN: 10541500
DOI: 10.1063/1.3523297
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