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计算机科学 2008
Image Restoration Method Based on the Improved Genetic Algorithm
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Abstract:
By researching the premature of genetic algorithm in image restoration,this paper points out that the reason of premature is the quick reduction of population diversity.Aiming at the limitation of genetic algorithm in image restoration,an improved genetic algorithm is proposed.The algorithm through introducing random population compensates for the reduction of population diversity and through improving mutation operator quickens convergence to best individual.Experiments demonstrate that this method is bett...