• DocumentCode
    441599
  • Title

    Reasoning Based on Rough Set Among Multi-Agents Under the Environment of ABDIDSS

  • Author

    Hu, Xiao-Jian ; Yang, Shan-Lin ; Ma, Xi-Jun ; Zheng, Xiang-Feng

  • Author_Institution
    Institute of materials, Hefei University of Technology, Hefei 230009, China; E-MAIL: Xiaojianhu@sohu.com
  • Volume
    1
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    237
  • Lastpage
    242
  • Abstract
    Models of agent and ABDIDSS (ABDIDSS--distributed intelligence decision support system based on multi-agents) are defined in this paper. Approximation spaces of the agent reasoning in ABDIDSS are built up. Rough set on approximation spaces is defined. Reasoning in ABDIDSS may be realized through the means of establishing decision trees. Multi – agents comprehending to definable sets, synthesis operation of sets and solution of lower and upper approximations of sets on approximation space are included on decision trees. Therefore methods of multi-agents comprehending to definable sets, synthesis operation of sets and solution of lower and upper approximations of sets on approximation space are defined under the environment of ABDIDSS. They have important theoretical meaning on approximation reasoning based on Rough set. It is shown with real example that it is feasible to realize problem to be solved cooperatively among multi-agents in the last.
  • Keywords
    Agent; Rough set; approximate reasoning; approximation space; Computer networks; Decision support systems; Decision trees; Electronic mail; Fuzzy set theory; Intelligent agent; Intelligent networks; Intelligent systems; Space technology; Uncertainty; Agent; Rough set; approximate reasoning; approximation space;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1526951
  • Filename
    1526951