Dynamical systems are mathematical models used to describe the time-dependent evolution of a system's state, governed by rules or equations that specify how the current state influences future states. They are fundamental in understanding complex behavior in various fields such as physics, biology, and economics, often revealing insights into stability, chaos, and long-term behavior of systems.