• DocumentCode
    3468907
  • Title

    Minimal value parameters in RKHS

  • Author

    Souilem, Nadia ; Messaoud, Hassani

  • Author_Institution
    Unite de Rech. ATSI, Ecole Nat. d´Ing. de Monastir, Monastir, Tunisia
  • fYear
    2011
  • fDate
    3-5 March 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper we develop a new algorithm to find the minimal value of the parameter number in the Reproducing Kernel Hilbert Space (RKHS) model which is the number of input / output measurements contained in a learning set. The proposed algorithm consists of computing a criterion for increasing values of this number and repering the value for which the criterion jumps suddenly. The proposed algorithm is validated on a chemical reactor.
  • Keywords
    Hilbert spaces; matrix algebra; RKHS model; input-output measurement; minimal value parameter; reproducing kernel Hilbert space; Economic indicators; Indium phosphide; Chemical Reactor; Determinant ratio; Jump; Model order; RKHS; RN; SLT;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computing and Control Applications (CCCA), 2011 International Conference on
  • Conference_Location
    Hammamet
  • Print_ISBN
    978-1-4244-9795-9
  • Type

    conf

  • DOI
    10.1109/CCCA.2011.6031477
  • Filename
    6031477
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3468907