• DocumentCode
    1752641
  • Title

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

  • Author

    Li, Hongwei ; Zhou, Dequn ; Liu, Qinghuai

  • Author_Institution
    Coll. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut.
  • Volume
    1
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    1585
  • Lastpage
    1589
  • Abstract
    If the feasible set of non-convex optimization satisfies quasi-normal cone condition (QNCC) and under the hypothesis that a quasi-normal cone has been constructed, non-convex optimizations can be solved, theoretically, by the method of homotopy interior point (HIP) method with global convergence. 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 realize HIP method algorithms under it. And we prove it is available by the numerical example at the same time
  • Keywords
    geometry; optimisation; set theory; homotopy interior point; nonconvex optimization; nonconvex set; nonsmooth optimization; nonsmooth set; quasinormal cone construction; Boundary conditions; Convergence; Educational institutions; Hip; Linear programming; Mathematics; Optimization methods; Technology management; Aggregated function; Homotopy interior point (HIP) Method; Non-convex optimization; Positive irrelative map; Quasi-normal cone condition (QNCC);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
  • Conference_Location
    Dalian
  • Print_ISBN
    1-4244-0332-4
  • Type

    conf

  • DOI
    10.1109/WCICA.2006.1712618
  • Filename
    1712618