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This article is mainly discussing the application of genetic algorithms to data mining of association rules, and proposing method of extract association rules using genetic algorithm, at the same time discussing genetic algorithm coding methods and construction of fitness function and improvement of genetic operator and so on. Given extraction algorithm of association rules based on genetic algorithm, and would be applied in hospital medical database in data mining.

Study and Application on the Method of Association Rules Mining Based on Genetic Algorithm