• DocumentCode
    547346
  • Title

    A method to construct a quasi-normal cone for non-convex and non-smooth set and its applications

  • Author

    Hongwei, Li

  • Author_Institution
    Coll. of Econ. & Manage., Shandong Univ. of Sci. & Technol., Qingdao, China
  • Volume
    3
  • fYear
    2011
  • fDate
    10-12 June 2011
  • Firstpage
    413
  • Lastpage
    417
  • Abstract
    It has proved that non-convex optimization with the feasible set satisfying quasi-normal cone condition (QNCC) can be solved by the method of Homotopy Interior Point (HIP) Method with global convergence under the hypothesis that a quasi-normal cone has been constructed. But how to construct the quasi-normal cone for a general non-convex set is very difficult and there is no uniform and efficient method to do it. In this paper, we give a method to construct a quasi-normal cone for a class of sets satisfying QNCC, and construct HIP function and realize the HIP method algorithms. And we prove it is available by the numerical example at the same time.
  • Keywords
    concave programming; set theory; homotopy interior point method; nonconvex optimization; nonconvex set; nonsmooth set; quasinormal cone condition; Convergence; Convex functions; Economics; Hip; Optimization; Prediction algorithms; Programming; Aggregated function; Homotopy interior point (HIP) Method; Non-convex optimization; Positive irrelative map; Quasi-normal cone condition (QNCC);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-8727-1
  • Type

    conf

  • DOI
    10.1109/CSAE.2011.5952709
  • Filename
    5952709