Networks of Genetic Algorithm Optimization

DOI

Bibliographic Information

Other Title
  • 進化手法による最適ネットワークの生成

Description

One direction of the network research is currently turning to understanding how the structure of social networks determines the dynamics of various types of social process. An important feature of many complex systems, both natural and artificial, is the structure and organization of their interaction networks. In our study, the optimal network topology is generated by using genetic algorithm (GA). We use the weighted fitness function of the maximum eigenvalue of adjacency matrix and the link density. We show various types of networks generated as the optimal networks and we investigate the properties of these. Our network design method enables us to networks which have better performances for diffusion process.

Journal

  • Computer Software

    Computer Software 28 (1), 26-33, 2011

    Japan Society for Software Science and Technology

Details 詳細情報について

  • CRID
    1390001204737499776
  • NII Article ID
    130004549210
  • DOI
    10.11309/jssst.28.1_26
  • ISSN
    02896540
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

Report a problem

Back to top