研究了应用遗传算法进行关联规则挖掘的方法,提出了对遗传算法中适应度函数的构造、数据的编码等的改进方案,将改进的自适应Pc,Pm算法应用到遗传算法中来,从而提高了算法的效率;将其应用到静电放电防护的实验中去,取得了良好效果。
After focusing on the data mining methods by using genetic algorithms for association rule,the paper proposes a improved design of fitness function in genetic algorithm in terms of its structure, data coding, etc. k puts the algorithm of improved adaptive Pc ,Pm in use, thereby enhancing the efficiency of the algorithm applied to the dectrostatic discharge protection experiment, and achieves good results.