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A suitable set of test data can improve test efficiency and automatic level in automated testing. This paper presents an automatic generation method of test data based on improved particle swarm optimization algorithm, which can significantly improve the efficiency of automated testing.

An Effective Test Data Generation Method Based on Improved Particle Swarm Optimization Algorithm