We shall propose a new computational scheme with the asymptotic method to achieve variance reduction of Monte Carlo simulation for numerical analysis especially in finance. We not only provide general scheme of our method,　but also show its effectiveness through numerical examples such as com-puting　optimal portfolio and pricing an average option. Finally, we show　mathematical validity of our method.