This chapter shifts from tree-based and simulation-based techniques toward partial differential equation (PDE) methods for option pricing. Since the Black–Scholes equation is itself a PDE, finite difference methods provide a direct way to approximate solutions by discretizing both time and the underlying asset’s price space.