Discrete Dynamical Systems are mathematical models used to describe the evolution of systems over discrete time steps, often represented by difference equations. They are crucial in various fields for modeling complex behaviors in systems where changes occur at specific intervals, such as population dynamics, economic models, and computer algorithms.