Research into setting the values of the acceleration coefficients and in particle swarm optimization (PSO) is one of the most significant areas for performance improvement.On the basis of the investigation of and

this paper present the parameters investigation conclusion and proposed a novel PSO which and are generated as a couple of random numbers within a certain range in each iteration process.The experimental results show that the new method performs better than the methods with fixed values of and for most benchmark problems tested.