• DocumentCode
    1844844
  • Title

    Preference-Aware Web Service Composition Using Hierarchical Reinforcement Learning

  • Author

    Wang, Hongbing ; Guo, Xiaohui

  • Volume
    3
  • fYear
    2009
  • fDate
    15-18 Sept. 2009
  • Firstpage
    315
  • Lastpage
    318
  • Abstract
    Dynamic web service composition is currently a hot issue in research. It mainly focuses on function-oriented or QoS-oriented, but the research combines with them are scanty. In this paper, we propose an HRLPLA algorithm to implement dynamic composition using hierarchical reinforcement learning and preference reasoning, which can consider both function-oriented and Qos-oriented. Experimental results will show its high effectiveness.
  • Keywords
    Computer science; Conferences; Heuristic algorithms; Insurance; Intelligent agent; Learning; Logic; Search engines; Unemployment; Web services; Logic; Services Composition; Verification;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
  • Conference_Location
    Milan, Italy
  • Print_ISBN
    978-0-7695-3801-3
  • Electronic_ISBN
    978-1-4244-5331-3
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2009.291
  • Filename
    5285078
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1844844