Abstarct: In this thesis, power options pricing are driven via time-fractional PDE when the dynamic of underlying asset price follows a regime switching model. Then power option pricing under these models has been driven on Iranian gold market. So in this study, gold weight index information for tow years has been restored and drivided for two periods of one years. Finally, it has been shown that the considered model can control the market volatilities.