Nonlinear difference equations are mathematical expressions that describe the evolution of a system where the change in the system's state depends on nonlinear functions of previous states. They are crucial in modeling complex dynamic systems in fields such as economics, biology, and engineering, where linear approximations are insufficient to capture the system's behavior.