• DocumentCode
    2916847
  • Title

    Connection manager using FAHP of MCDM techniques in heterogeneous network

  • Author

    Hsu, Chih-Wei ; Li, Jian-Pan ; Cheng, Sheng-Tzong

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • fYear
    2011
  • fDate
    5-8 Dec. 2011
  • Firstpage
    10
  • Lastpage
    15
  • Abstract
    Connection Manager Intelligence Agent´s (CMIA) an attractive feature is use the network traffic and behavior with multi-attributes to find the best network devices and connection devices meet user habits that it possible to access various network contents everywhere at any time. In this agent, information process is thoroughly integrated into embedded system for connection manager of MeeGo or Android. This paper proposes a new and generic algorithm for connection manager in the heterogeneous wired or wireless environments. The proposed algorithm uses a Fuzzy Analytic Hierarchy Process theory (FAHP) of Multi-Criteria Decision Making (MCDM) system to achieve scalable, adaptable, and flexible solution. This study implemented an interactive interface through of this function acquisition user behavior and to scholars of the machine used a boosting iterations for User-Case, the algorithm maintains a set of weights as a distribution classes table of case as in the parameter learning by user-case and its quite possible that the Expectation-Maximization (EM) of Maximum Probability Model (MPM) by classification from user behavior. User interaction showed that the agent satisfactorily matched user intent.
  • Keywords
    decision making; expectation-maximisation algorithm; mobile agents; probability; set theory; Android; MeeGo; connection manager intelligence agent; expectation-maximization; fuzzy analytic hierarchy process theory; heterogeneous network; maximum probability model; multicriteria decision making; network traffic; Bayesian methods; Boosting; Decision making; Mathematical model; Training; Training data; Android; Attribute; Boosting; Classifi; Decision-making; Fuzzy-AHP; Meego; connection manager; learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
  • Conference_Location
    Melacca
  • Print_ISBN
    978-1-4577-2151-9
  • Type

    conf

  • DOI
    10.1109/HIS.2011.6122072
  • Filename
    6122072