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ISSN: 2333-9721
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软件学报  1999 

Modeling Idealized Parallel Genetic Algorithms
一种理想并行遗传算法模型

Keywords: Parallel genetic algorithms with large grain,building blocks convergence,migra tion schemes,communication topology,population sizing
粗粒度并行遗传算法
,积木块,迁移模式,子群体连接拓扑结构,群体规模估算模型

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Abstract:

The migration and population sizing of paralle l genetic algorithms are discussed in this paper, the migration procedure is ana lysed, the nature of migration is revealed, then a computation model of migratio n in the ideal conditions is propose. Base on this model, a quality estimation f or parallel genetic algorithms with large grain is drived, it predicts the quali ty tendency of evolution quite precisely in special domain, by experiments.

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