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Self Organized Scale-Free Networks from Merging and Regeneration | | Beom Jun Kim
; Ala Trusina
; Petter Minnhagen
; Kim Sneppen
; | | Date: |
5 Mar 2004 | | Subject: | Adaptation and Self-Organizing Systems; Disordered Systems and Neural Networks | nlin.AO cond-mat.dis-nn | | Abstract: | We consider the self organizing process of merging and regeneration of vertices in complex networks and demonstrate that a scale-free degree distribution emerges in a steady state of such a dynamics. The merging of neighbor vertices in a network may be viewed as an optimization of efficiency by minimizing redundancy. It is also a mechanism to shorten the distance and thus decrease signaling times between vertices in a complex network. Thus the merging process will in particular be relevant for networks where these issues related to global signaling are of concern. | | Source: | arXiv, nlin.AO/0403006 | | Services: | Forum | Review | PDF | Favorites | |
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