Option Pricing, Numerical Methods, Monte Carlo, Monte Carlo Simulation.
option_price = finite_difference_option_price(S, X, r, T, sigma, N, M, option_type) Here, we employ the finite difference method to solve for the option price at each point on the grid. It uses the Black-Scholes partial differential equation to derive the finite difference equations, and it uses