• DocumentCode
    1798709
  • Title

    Global extremum search on the basis of density and its mode estimation

  • Author

    Vladimirova, Ludmila V.

  • Author_Institution
    St.-Peterburg State Univ., St. Petersburg, Russia
  • fYear
    2014
  • fDate
    June 30 2014-July 4 2014
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    Nonparametric density estimates may be used as a basis for construction of global random search algorithms. The distribution density reflects the main peculiarities of objective function behavior. Consequently, the density mode may be used as approximate argument value, providing objective function maximum.
  • Keywords
    density measurement; random processes; distribution density; global extremum search; global random search algorithms; mode estimation; Covariance matrices; Educational institutions; Ellipsoids; Estimation; Linear programming; Monte Carlo methods; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Beam Dynamics and Optimization (BDO), 2014 20th International Workshop on
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    978-1-4799-5319-6
  • Type

    conf

  • DOI
    10.1109/BDO.2014.6890096
  • Filename
    6890096
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1798709