A heuristic algorithm is an approach to problem-solving that employs a practical method not guaranteed to be perfect or optimal but sufficient for reaching an immediate goal. It is often used when traditional methods are too slow or fail to find an exact solution, relying on experience-based techniques to improve efficiency and performance.