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Effective strategy of adding links for improving network transport efficiency on complex networks

Author

Listed:
  • Shuai Zhang

    (Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P. R. China;
    Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, P. R. China)

  • Man-Gui Liang

    (Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P. R. China;
    Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing 100044, P. R. China)

  • Zhong-Yuan Jiang

    (College of Information Engineering, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China)

  • Jia-Jing Wu

    (Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong)

Abstract

In this paper, we propose an efficient strategy to enhance the network transport efficiency by adding links to the existing networks. In our proposed strategy, we consider both the node betweenness centrality (BC) and the shortest path length(L)as two important factors. The overall traffic capacity of a network system can be evaluated by the critical packet generating rateRc. Simulation results show that the proposed strategy can bring better traffic capacity and shorter average shortest path length than the low-degree-first (LDF) strategy and the low-betweenness-first (LBF) strategy. This work is helpful for designing and optimizing of realistic networks.

Suggested Citation

  • Shuai Zhang & Man-Gui Liang & Zhong-Yuan Jiang & Jia-Jing Wu, 2014. "Effective strategy of adding links for improving network transport efficiency on complex networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 25(06), pages 1-14.
    • Handle: RePEc:wsi:ijmpcx:v:25:y:2014:i:06:n:s0129183114500144
    DOI: 10.1142/S0129183114500144
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    Cited by:

    1. Ma, Jinlong & Wang, Peng & An, Zishuo, 2023. "The influence of layered community network structure on traffic capacity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 626(C).
    2. Ma, Jinlong & Kong, Lingkang & Li, Hui-Jia, 2023. "An effective edge-adding strategy for enhancing network traffic capacity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 609(C).

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