Abstract: Through analyzing the characteristics of the layout of irregular objects, according to the basic idea of genetic algorithm, genetic algorithm is proposed based on the layout algorithm for irregular objects.The algorithm to select the appropriate encoding method, genetic operators and the appropriate adaptive function, The experimental results show that the algorithm converges fast to solve premature, and that in a short time to get a better layout program.