基于遗传算法的关联规则挖掘模型

Research of an association rules discovering model based on Genetic Algorithm

根据关联规则挖掘的要求,结合遗传算法的特点,研究利用遗传算法来发现关联规则,建立了一个基于遗传算法的关联规则挖掘模型,并且在模型中引入了称为整理算子的操作.通过该模型的一个应用实例证明利用这个模型来发现关联规则是可行的、有效的.最后指出基于遗传算法的关联规则挖掘技术具有广阔的应用前景.

This paper develops a model for association rules discovering based on genetic algorithm and includes a new operator, trim operator, in the model according to the requirement of the association rules discovering. It has been proved by an application of the model that it is valid and effective to discover association rules by using this model. At the last we point out that the association rule discovering technologies based on genetic algorithm can be widely used in many domains. 