Perturbation theory is a mathematical approach used to find an approximate solution to a problem that cannot be solved exactly, by starting with the exact solution of a simpler problem and adding corrections due to the 'perturbation.' This technique is especially useful in analyzing the complexities of two-body and many-body problems in physics, where interactions between particles lead to intricate dynamics that are difficult to tackle directly.