An Efficient Fitness Function in Genetic Algorithm Classifier for Landuse Recognition on Satellite Images

Genetic algorithm (GA) is designed to search the optimal solution via weeding out the worse gene strings based on a fitness function. GA had demonstrated effectiveness in solving the problems of unsupervised image classification, one of the optimization problems in a large domain. Many indices or hy...

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Bibliographic Details
Main Authors: Ming-Der Yang, Yeh-Fen Yang, Tung-Ching Su, Kai-Siang Huang
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/264512