• DocumentCode
    280290
  • Title

    Evolutionary learning to optimise mapping in n-Tuple networks

  • Author

    Bishop, J.M. ; Crowe, A.A. ; Michinton, P.R. ; Mitchell, R.J.

  • Author_Institution
    Dept. of Cybern., Reading Univ., UK
  • fYear
    1990
  • fDate
    33052
  • Firstpage
    42430
  • Lastpage
    42432
  • Abstract
    The use of n-Tuple networks as pattern recognition devices is well known. Networks are able to recognise and discriminate between different classes of data if each class is taught into a separate discriminator. If the different classes are too similar, however, the system can have difficulty discriminating between the classes. This paper describes a novel method of optimising the learning strategy to minimise this problem
  • Keywords
    computerised pattern recognition; learning systems; optimisation; discriminator; learning strategy; mapping optimisation; n-Tuple networks; pattern recognition; simulated annealing;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Machine Learning, IEE Colloquium on
  • Conference_Location
    London
  • Type

    conf

  • Filename
    190511
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=280290