Accession Number : ADA317014

Title :   A New LVQ Model.

Descriptive Note : Technical rept.,

Corporate Author : PENNSYLVANIA STATE UNIV UNIVERSITY PARK CENTER FOR MULTIVARIATE ANALYSIS

Personal Author(s) : Bose, S. ; Murthy, C. A.

PDF Url : ADA317014

Report Date : AUG 1996

Pagination or Media Count : 48

Abstract : A new LVQ model has been proposed here. An exponential membership function has been considered in this regard. The performance of the new model in relation to other existing models has been studied experimentally with the help of an artificial data set as well as IRIS data. Finally the proposed algorithm is applied on a satellite image data. The proposed model has been found to provide satisfactory results with all these data sets.

Descriptors :   *MATHEMATICAL MODELS, *NEURAL NETS, DATA BASES, ALGORITHMS, IMAGE PROCESSING, DATA MANAGEMENT, VECTOR ANALYSIS, PATTERN RECOGNITION, FUZZY SETS, SYSTEMS ANALYSIS, EXPONENTIAL FUNCTIONS.

Subject Categories : Operations Research
      Cybernetics

Distribution Statement : APPROVED FOR PUBLIC RELEASE