• DocumentCode
    1658287
  • Title

    Study on the Example Validation for the Linear Approximation Optimization Method

  • Author

    Chunling, Zhang

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Qingdao Univ. of Sci. & Technol., Qingdao, China
  • fYear
    2010
  • Firstpage
    3
  • Lastpage
    5
  • Abstract
    The successive linearization optimization, incision plane, little-step grads and two-rank linearization solution method was introduced. For a problem with two-rank objective function and constraint function, three times of solving linearization problem achieves the optimization point nearly same as extremum point by successive linearization optimization. The method has the characteristic of gradual optimization. The computing result shows that the isoline of simplified linear function is not tangency with the isoline of original function. It is different from the conclusion that assuming their tangency as a matter of course.
  • Keywords
    approximation theory; constraint handling; optimisation; problem solving; constraint function; example validation; incision plane method; linear approximation optimization method; little step grads method; successive linearization optimization method; two-rank linearization solution method; two-rank objective function; Equations; Linear approximation; Linear programming; Optimization methods; Programming; Taylor series; Taylor expansion; example validation; gradual optimization; linear approximation; optimization method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing (ISIP), 2010 Third International Symposium on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-8627-4
  • Type

    conf

  • DOI
    10.1109/ISIP.2010.28
  • Filename
    5668987