Heuristic algorithms are problem-solving methods that use practical techniques to find satisfactory solutions for complex problems more quickly when traditional methods are too slow or fail to find an exact solution. They are often used in optimization and search problems where finding an exact solution is impractical due to time constraints or computational limitations.