Moving average options are popular in finance, but pricing them is slow. A new method using willow trees was developed to price European and American moving average barrier options efficiently. By minimizing interpolation errors, the method simplifies calculations without sacrificing accuracy. The results show that this approach is as precise as traditional methods like binomial trees and Monte Carlo simulations, but much faster in terms of computing time.