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Comparison of Genetic Algorithm and Quantum Genetic Algorithm

Journal: The International Arab Journal of Information Technology (Vol.9, No. 3)

Publication Date:

Authors : ; ;

Page : 243-249

Keywords : Genetic algorithm; knapsack problem; quantum genetic algorithm; and quantum computing.;

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Evolving solutions rather than computing them certainly represents a promising programming approach. Evolutionary computation has already been known in computer science since more than 4 decades. More recently, another alternative of evolutionary algorithms was invented: quantum genetic algorithms (QGA). In this paper, we outline the approach of QGA by giving a comparison with conventional genetic algorithm (CGA). Our results have shown that QGA can be a very promising tool for exploring search spaces.

Last modified: 2019-05-06 20:56:54