For the nonlinear function optimization problem,a fuzzy particle swarm algorithm was proposed based on the fuzzy rules and the characteristics of particle swarm algorithm.The proposed algorithm was programmed in Matlab 2008,and verified through a series of typical nonlinear function optimization problems.The computational results show that the proposed algorithm is a simple and useful algorithm with effectiveness and robustness.