• DocumentCode
    809177
  • Title

    Fast orthogonal least squares algorithm for efficient subset model selection

  • Author

    Chen, S. ; Wigger, J.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Portsmouth Univ., UK
  • Volume
    43
  • Issue
    7
  • fYear
    1995
  • fDate
    7/1/1995 12:00:00 AM
  • Firstpage
    1713
  • Lastpage
    1715
  • Abstract
    An efficient implementation of the orthogonal least squares algorithm for subset model selection is derived. Computational complexity of the algorithm is examined and the result shows that this new fast orthogonal least squares algorithm significantly reduces computational requirements
  • Keywords
    computational complexity; least squares approximations; signal processing; computational complexity; computational requirements; efficient subset model selection; fast orthogonal least squares algorithm; Computational complexity; Least squares methods; Radial basis function networks; Signal processing algorithms;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.398734
  • Filename
    398734
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=809177