Presentation 2004/12/3
Complex Networks Generated by Only Preferential Rewiring Process
Jun OHKUBO, Tsuyoshi HORIGUCHI,
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Abstract(in English) We propose a non-growing model with only a preferential rewiring process in order to obtain a network with a scale-free-like property. We assume that each node has a different ability (fitness parameter) to compete for links with other nodes. By applying the proposed rewiring process repeatedly, complex networks are constructed as a steady state. It turns out that the obtained network has a lot of isolated nodes and one giant cluster which has a scale-free-like property. In addition, we show that some of the obtained networks have properties related to real metabolic networks.
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Keyword(in English) network / scale-free / metabolic / statistical mechanics / rate equation
Paper # NC2004-112
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Committee NC
Conference Date 2004/12/3(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Complex Networks Generated by Only Preferential Rewiring Process
Sub Title (in English)
Keyword(1) network
Keyword(2) scale-free
Keyword(3) metabolic
Keyword(4) statistical mechanics
Keyword(5) rate equation
1st Author's Name Jun OHKUBO
1st Author's Affiliation Department of Computer and Mathematical Sciences, Graduate School of Information Sciences, Tohoku University()
2nd Author's Name Tsuyoshi HORIGUCHI
2nd Author's Affiliation Department of Computer and Mathematical Sciences, Graduate School of Information Sciences, Tohoku University
Date 2004/12/3
Paper # NC2004-112
Volume (vol) vol.104
Number (no) 502
Page pp.pp.-
#Pages 6
Date of Issue