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OALib Journal期刊
ISSN: 2333-9721
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Genetic algorithm based on schema comparison
基于模式比较的遗传算法

Keywords: schema,genetic algorithm,mating operator,population diversity
模式
,遗传算法,配对算子,种群多样性

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Abstract:

After analyzing the relationships between schema order,schema defining length and population diversity,a new Genetic Algorithm based on the Schema Comparison(SCGA)was proposed.The key to this algorithm is to use mating operator to improve the offspring's population diversity.Different from Simple Genetic Algorithm that adopts random mating strategy,mating operator mates chromosomes according to schema order and schema defining length.The experimental results show that this algorithm can effectively avoid th...

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