Abstract: Based on chaotic theory, several chaotic optimization methods have been analyzed, and a novel chaotic optimization algorithm (P-Chaos) has been presented. The method searches from several different initial points and detracts the sensitivity of initial value. The algorithm is applied to several problems in test functions and the simulation results show that the algorithm is effective.