Based on Advanced Genetic Algorithm and Rough Set of Attribute ReductionReport as inadecuate




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To availably acquire an attribute of minimum opposite reduction, an algorithm based on advanced genetic algorithm and rough set of attribute reduction is projected. The selection operator of the algorithm put in the optimal retention policy, raise the evolution speed;Joined an adaptive control to the genetic and metamorphosis operator, keep the varied of the solution, improved the overall searching ability. Finally the arithmetic is application to select the evaluation radiation dosage characteristic of the special personnel, the simulation result shows:the arithmetic can effective solve an attribute of minimum opposite reduction.

KEYWORDS

rough set; attribute reduction; advanced genetic algorithm

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Author: Yangzi Zhang, Xiaodong Mu, Jinwei Zhang

Source: http://www.scirp.org/



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