• DocumentCode
    430677
  • Title

    Application of dual projected pseudo quasi Newton algorithm in multicommodity network flow problems

  • Author

    Lin, Ch I-Hsin ; Lin, Shin-Yeu

  • Author_Institution
    Dept. of Electron. Eng., Kao Yuan Inst. of Technol., Kaohsiung, Taiwan
  • Volume
    1
  • fYear
    2004
  • fDate
    6-9 Dec. 2004
  • Firstpage
    229
  • Abstract
    In the paper, we apply a method for solving multicommodity network flow problems, which has important applications in communication networks. This method combines a projected quasi-Newton method and a dual projected pseudo quasi-Newton (DPPQN) method. We use a sparse-block-matrix technique and the finite iteration scaled projection technique to enhance the computational efficiency of DPPQN method. Compared with the Frank-Wolfe with PARTAN algorithm, we show the efficiency of our method by several numerical examples.
  • Keywords
    Newton method; sparse matrices; telecommunication network routing; PARTAN algorithm; communication network; dual projected pseudo quasi Newton algorithm; finite iteration scaled projection; multicommodity network flow problem; sparse-block-matrix; Communication networks; Control engineering; Cost function; Intelligent networks; Quadratic programming; Routing; Terminology; Transportation; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. Proceedings. The 2004 IEEE Asia-Pacific Conference on
  • Print_ISBN
    0-7803-8660-4
  • Type

    conf

  • DOI
    10.1109/APCCAS.2004.1412734
  • Filename
    1412734