How Is the Early Exercise Feature Incorporated into the Black-Scholes Framework for American Options?

The early exercise feature is incorporated into the Black-Scholes framework for American options by using numerical methods, such as the Binomial Model or finite difference methods, rather than the closed-form solution. These methods solve the Black-Scholes partial differential equation under the constraint that the option value must be at least its intrinsic value at all times.