Response functions are mathematical representations used to describe how a system reacts to external stimuli, often used in fields like physics, engineering, and biology to analyze system behavior under various conditions. They are crucial for predicting system dynamics and designing control mechanisms by interpreting input-output relationships within both linear and non-linear systems.