Call For Paper Volume:4 Issue:8 Aug'2017 |

Kannada Handwritten Character Recognition Using Genetic Algorithm

Publication Date : 31/08/2015

Author(s) :

Vishwaraj , Vishwaraj , Karthik S P , Sreedharamurthy S K.

Volume/Issue :
Volume 2
Issue 8
(08 - 2015)

Abstract :

Abstract— Now a days, Genetic algorithms (GAs) have been increasingly applied in artificial neural network (ANN) design in different ways for optimization. Few examples are control parameter optimization, topology optimization and genetic training algorithms. The method proposed in this paper basically made use of conventional feature selection techniques to select a feature vector. Subset of this feature vector is obtained by using genetic algorithm. The so selected features are given to neural network for classification. Hence the proposed method is going to exploit the advantages of both Genetic algorithm as well as neural networks. Both of which are treated as soft computing techniques in computer domain

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Kannada Handwritten Character Recognition Using Genetic Algorithm

August 30, 2015