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Using an artificial neural network trained with a genetic algorithm to model brand share

Authors :
Fish, Kelly E.
Johnson, John D.
Dorsey, Robert E.
Blodgett, Jeffery G.
Source :
Journal of Business Research. Jan, 2004, Vol. 57 Issue 1, p79, 7 p.
Publication Year :
2004

Abstract

A new architectural approach to artificial neural network (ANN) choice modeling is given in order to modify the standard ANN designs. The related studies indicate that a streamlined feed forward ANN trained with a genetic algorithm can provide managers with superior estimates of brand share.

Details

Language :
English
ISSN :
01482963
Volume :
57
Issue :
1
Database :
Gale General OneFile
Journal :
Journal of Business Research
Publication Type :
Academic Journal
Accession number :
edsgcl.127262579