According to the requirement of association rule data mining,an genetic algorithm based on association rule data mining algorithm was developed.In addition to three basic operators,selection,crossover and mutation,the new operators-pick was included.The designing idea and algorithms were presented in detail.We design the experiment to test the performance of the algorithms.It is proved that the efficiency of the algorithms is excellent.