For optimizing closed Jackson network it is a useful method that searching based on the gradient information getting from pertubation analysis. But in simulation-based optimization, too many simulation number of times is a important factor of reducing optimization speed. We suggest a new method which use the information that get from simulation of old parameter and enhance the speed of optimization greatly.