TY - GEN
T1 - Scaling properties of complex networks
T2 - 6th Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Wiopt 2008
AU - Ichikawa, Kento
AU - Uchida, Masato
AU - Tsuru, Masato
AU - Oie, Yuji
PY - 2008/9/23
Y1 - 2008/9/23
N2 - Recently, kinds of scaling schemes for general large scale complex networks have been developed and attracted much attention. We propose a new scaling scheme named "two-sites scaling" and investigate how the degree distribution of network changes in applying the proposed scheme to various networks. Notably, the results indicate that networks constructed by BA algorithm behave differently compared with networks commonly appearing in the real world. In addition, since an iterative scaling scheme could define a new renormalizing method, we argue about using our scheme for Wilsonian renormalization group theory for general complex networks and its application to analyzing the dynamics of complex networks.
AB - Recently, kinds of scaling schemes for general large scale complex networks have been developed and attracted much attention. We propose a new scaling scheme named "two-sites scaling" and investigate how the degree distribution of network changes in applying the proposed scheme to various networks. Notably, the results indicate that networks constructed by BA algorithm behave differently compared with networks commonly appearing in the real world. In addition, since an iterative scaling scheme could define a new renormalizing method, we argue about using our scheme for Wilsonian renormalization group theory for general complex networks and its application to analyzing the dynamics of complex networks.
KW - BA network
KW - Complex network
KW - Renormalization
UR - http://www.scopus.com/inward/record.url?scp=51949107287&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=51949107287&partnerID=8YFLogxK
U2 - 10.1109/WIOPT.2008.4586138
DO - 10.1109/WIOPT.2008.4586138
M3 - Conference contribution
AN - SCOPUS:51949107287
SN - 9789639799189
T3 - Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008
SP - 584
EP - 587
BT - Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008
Y2 - 1 April 2008 through 3 April 2008
ER -