• DocumentCode
    3489453
  • Title

    Solving Multi-Objective and Fuzzy Multi-Attributive Integrated Technique for QoS-Aware Web Service Selection

  • Author

    Liu Zhuang ; Guo HeQing ; Li Dong ; Tao, Han ; Zhang Juan Juan

  • Author_Institution
    South China Univ. of Technol., Guangzhou
  • fYear
    2007
  • fDate
    21-25 Sept. 2007
  • Firstpage
    735
  • Lastpage
    739
  • Abstract
    The paper focuses on developing a new multiple criteria decision-making (MCDM) methodology for global web services selection based on QoS criteria, which integrates the multi-objective optimization with a fuzzy multi-attributive group decision-making (FMAGDM) technique. The study concentrates on the task of finding and then evaluating (or ranking) the finite number of pareto-optimal design alternatives (PODAs). A genetic algorithm based multi-objective optimization technique is employed for optimization purpose in terms of experts´ opinions. Subjective attribute based aggregation technique for homogeneous and heterogeneous groups of experts is employed and used for dealing with the fuzzy opinion aggregation. Finally, we will discuss the integrated technique for Web services selection on global QoS optimization.
  • Keywords
    Internet; Pareto optimisation; Web services; decision making; fuzzy set theory; genetic algorithms; quality of service; QoS; Web service selection; fuzzy multiattributive group decision making; genetic algorithm; global web services; multiobjective optimization; multiple criteria decision making methodology; pareto optimal design alternatives; Aerospace engineering; Decision making; Delay; Genetic algorithms; ISO standards; Information filtering; Information filters; Optimization methods; Pareto optimization; Web services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1311-9
  • Type

    conf

  • DOI
    10.1109/WICOM.2007.190
  • Filename
    4339965