ITRU - 2015

Permanent URI for this collectionhttp://192.248.9.226/handle/123/14727

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Browsing ITRU - 2015 by Subject "Genetic algorithm, mutation, fitness function."

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    item: Conference-Full-text
    Effect of Mutation and Effective Use of Mutation in Genetic Algorithm
    Dassanayake, P
    Author tries to analyze the effect of genetic algorithm when mutation rate is selected randomly compared to fixed mutation rates or/and adaptive mutation rates. The results shows that though it is not always possible to get comparable results using randomly selected mutation rates, it is possible to obtain the required range with less number of trials than using fixed mutation rates for this nature applications.
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    item: Conference-Abstract
    Effect of mutation and effective use of mutation in genetic algorithm
    Dassanayake, VPC
    Author tries to analyze the effect of genetic algorithm when mutation rate is selected randomly compared to fixed mutation rates or/and adaptive mutation rates. The results shows that though it is not always possible to get comparable results using randomly selected mutation rates, it is possible to obtain the required range with less number of trials than using fixed mutation rates for this nature applications