This paper introduced a GMDH network prediction method based on Chaos optimum,in order to increase the accurate of precipitation forecast.It used chaos optimum method to globally search GMDH network's initial weight value,and applied the method to predict monthly precipitation.The simulation results showed that the method can accelerrate the stabilization of GMDH network's structure,converge to the global optimal solution quickly and has some practical value for dynamic forecast of monthly precipitation.