Software testing, test case automatic generation technology development status and particle swarm optimization of the basic principle and implementation steps, and a detailed study of several important improved particle swarm optimization algorithm. Based on improved particle swarm optimization, system framework to automatically generate test cases based on improved particle swarm optimization, and automatic generation of test cases based on improved particle swarm optimization algorithm. Finally, using matlab language programming automatically generate test cases based on improved particle swarm optimization algorithm, with specific examples of their experimental, and the results of the data analysis. In this paper, based on improved particle swarm optimization test cases automatically generated algorithm has a simple, easy to implement, set a few parameters and fast convergence. The experimental results show that better than genetic algorithm use the proposed algorithm

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