• DocumentCode
    245884
  • Title

    The Parallel Implementation of Interval Global Optimization Algorithm and Its Application

  • Author

    Tilong Qi ; Yongmei Lei

  • Author_Institution
    Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
  • fYear
    2014
  • fDate
    19-21 Dec. 2014
  • Firstpage
    1658
  • Lastpage
    1663
  • Abstract
    In this paper, a deterministic global optimization algorithm based on interval analysis is investigated, and a parallel interval computing model based on a branch and deletion strategy is proposed. The new algorithm model is integrated into a Web system. The users can implement applications with B/S structure conveniently, and query the results of applications in the client interface. An application example, namely the safety distance is provided to analyze the feasibility of the algorithm. The parallel optimization algorithm provided in this article can find a safe distance and ensure the reliability of results at the same time. The algorithm can also predict the influence of uncertain parameters on the safety distance more efficient and realistic. Some experiments are given to illustrate the advantage of the new PIBD algorithm.
  • Keywords
    client-server systems; deterministic algorithms; optimisation; parallel algorithms; B/S structure; PIBD algorithm; Web system; branch and deletion strategy; client interface; deterministic global optimization algorithm; interval analysis; interval global optimization algorithm; parallel implementation; parallel interval computing model; parallel optimization algorithm; safety distance; Algorithm design and analysis; Computational modeling; Optimization; Safety; Servers; Vehicles; Web services; B/S structure; Web system; interval analysis; parallel optimization algorithm; safety distance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Engineering (CSE), 2014 IEEE 17th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4799-7980-6
  • Type

    conf

  • DOI
    10.1109/CSE.2014.305
  • Filename
    7023816