A piecewise linear function is a function composed of multiple linear segments, each defined over a specific interval of the domain, allowing for modeling of complex shapes with simple linear equations. This approach is particularly useful in scenarios where a single linear function cannot accurately capture the behavior of the data or system being analyzed.