Computer Science ›› 2014, Vol. 41 ›› Issue (4): 49-52.

Previous Articles     Next Articles

Research on BBV Mode with Limited Node Strength Based on Common Neighbors

LU Peng,ZHANG Shan-shan and GAO Qing-yi   

  • Online:2018-11-14 Published:2018-11-14

Abstract: Networks with similar global structural characteristics such as small-world and scale-free may have different local structural features.Evolution of specific actual network is subject to its local structural characteristics influence.Considering the common neighbor drive of nodes,a new actual weighted network evolution model CNL was proposed based on the group degrees and node weight limited network model.Through empirical study of e-mail network,we found that the size of the network generated by CNL model is consistent with typical factual situations,and is able to reconstruct power-law degree distribution observed by above empirical research work.CNL reveal lots of mechanisms of real network evolution,and it also can be widely used in anglicizing real network evolution.

Key words: Weighted network,Group degree,Common neighbor,Evolution model

[1] Watts D J,Strogatz S H.The small world problem[J].Nature,1998,393(6684):440-442
[2] Das H,Mishra S K,SinhaRoy D.The Topologica l Structure of the Odisha Power Grid:A Complex Network Analysis[J].International Journal of Mechanical Engineering and Computer Applications,2013,1(1):12-16
[3] Wang Xiao-fan,Chen Guan-rong.Complex Networks:Small-World,Scale-Free and Beyond[J].Circuits and Systems Magazine,2003,3(1):6-20
[4] Strogatz S H.Exploring complex networks[J].Nature,2001,410:268-276
[5] Wong E,Baur B,Quader S.Biological network motif detection:principles and practice[J].Life Sciences & Mathematics & Physical Sciences,2012,13(2):202-215
[6] Valentine M,Staats B R,Edmondson A C.The Rich Get Richer:Enabling Conditions for Knowledge Use in Organizational Work Teams[D].Harvard Business School,2012
[7] Barabási A-L.Network science:Luck or reason[J].Nature,2012,489:507-508
[8] Amancio D R,Nunes M G V,Oliveira Jr O N.Using complex networks concepts to assess approaches for citations in scientific papers[J].Scientometrics,2012,91(3):827-842
[9] Pajevic S,Plenz D.The organization of strong links in complex networks[J].Nature Physics,2012,8:429-436
[10] Wang Dan,Qian Xiao-long,Jin Xiao-zheng.Dynamical evolution of weighted scale-free network models[C]∥Control and Decision Conference (CCDC),24th Chinese.2012:479-482
[11] Ercsey-Ravasz M,Lichtenwalter R N,Chawla N V.Range-limi-ted centrality measures in complex networks[J].Phys.Rev.E,2012,5:066103
[12] Kossinets G,Watts D J.Empirical Analysis of an Evolving Social Network[J].Science,2006,311(5757):88-90
[13] Lü Lin-yuan,Zhou Tao.Link prediction in complex networks:A survey[J].Physica A:Statistical Mechanics and its Applications,2011,390(6):1150-1170
[14] C Ai-xiang,F Yan,S Ming-sheng.Emergence of local structures in complex network.A common neighborhood drives the network evolution[J].Acta Phys.Sin.,2011,60(3):038901
[15] Liben-Nowell D,Kleinberg J.The link-prediction problem forsocial networks[J].Journal of the American Society for Information Science and Technology,2007,58(7):1019-1031
[16] Liu Yang-yu,Slotine J-J,Barabási A-L.Control centrality and hierarchical structure in complex networks[J].Social and Information Networks (cs.SI),2012,7(9):e44459
[17] Barabási A-L,Albert R.Emergence of Scaling in Random Networks[J].Science,1999,286(5439):509-512
[18] den Ouden D-B,Saur D,Mader W.Network modulation during complex syntactic processing[J].NeuroImage,2012,59(1/2):815-823
[19] Wilting J,Evans T S.Oscillator Synchronization in ComplexNetworks with Non-uniform Time Delays [J].Studies in Computational Intelligence,2013,476:93-100
[20] Zhang Lan-hua,Li Yu-juan,Wang Mei,et al.A novel determi-nistic hybrid complex network model created by innerouter iteration[J].Nonlinear Dynamics,2012,69(4):1517-1523
[21] Nepusz T,Vicsek T.Controlling edge dynamics incomplex networks[J].Nature Physics,2012,8:568-573
[22] Yang Xin-song.Stochastic Synchronization of Complex Net-works With Nonidentical Nodes Via Hybrid Adaptive and Impulsive Control[J].IEEE Transactions on Circuits and Systems,2012,9(2):371-384

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!