Heuristic optimization refers to problem-solving methods that use practical, experience-based techniques to find satisfactory solutions in a reasonable time frame, especially for complex problems where traditional methods are inefficient. These algorithms are not guaranteed to find the optimal solution but are designed to find good enough solutions quickly by exploring the solution space using rules of thumb and educated guesses.