Search in weighted complex networks

被引:42
|
作者
Thadakamalla, HP [1 ]
Albert, R
Kumara, SRT
机构
[1] Penn State Univ, Dept Ind Engn, University Pk, PA 16802 USA
[2] Penn State Univ, Dept Phys, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
D O I
10.1103/PhysRevE.72.066128
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We study trade-offs presented by local search algorithms in complex networks which are heterogeneous in edge weights and node degree. We show that search based on a network measure, local betweenness centrality (LBC), utilizes the heterogeneity of both node degrees and edge weights to perform the best in scale-free weighted networks. The search based on LBC is universal and performs well in a large class of complex networks.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Search of weighted subgraphs on complex networks with maximum likelihood methods
    Mitrovic, Marija
    Tadic, Bosiljka
    [J]. COMPUTATIONAL SCIENCE - ICCS 2008, PT 2, 2008, 5102 : 551 - +
  • [2] A Backbone Extraction Method with Local Search for Complex Weighted Networks
    Bu, Zhan
    Wu, Zhiang
    Qian, Liqiang
    Cao, Jie
    Xu, Guandong
    [J]. 2014 PROCEEDINGS OF THE IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2014), 2014, : 85 - 88
  • [3] Weighted gradient networks on complex networks
    [J]. Liang, M. (mgliang58@gmail.com), 1879, Binary Information Press, Flat F 8th Floor, Block 3, Tanner Garden, 18 Tanner Road, Hong Kong (10):
  • [4] Search for the Core Network in Weighted Networks
    Lan Wangsen
    Zhang Suodi
    [J]. ADVANCES IN MANAGEMENT OF TECHNOLOGY, PT 1, 2010, : 444 - +
  • [5] WEIGHTED HEURISTIC-SEARCH IN NETWORKS
    BAGCHI, A
    SRIMANI, PK
    [J]. JOURNAL OF ALGORITHMS, 1985, 6 (04) : 550 - 576
  • [6] Characterization of weighted complex networks
    Park, K
    Lai, YC
    Ye, N
    [J]. PHYSICAL REVIEW E, 2004, 70 (02)
  • [7] Multifractality of weighted complex networks
    Wei, Daijun
    Chen, Xiaowu
    Deng, Yong
    [J]. CHINESE JOURNAL OF PHYSICS, 2016, 54 (03) : 416 - 423
  • [8] The modelling of weighted complex networks
    Wang, Xutao
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2007, 21 (16): : 2813 - 2820
  • [9] The architecture of complex weighted networks
    Barrat, A
    Barthélemy, M
    Pastor-Satorras, R
    Vespignani, A
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (11) : 3747 - 3752
  • [10] Stabilizing weighted complex networks
    Xiang, Linying
    Chen, Zengqiang
    Liu, Zhongxin
    Chen, Fei
    Yuan, Zhuzhi
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2007, 40 (48) : 14369 - 14382