The Quine-McCluskey Algorithm is a method used in digital logic to minimize Boolean functions, providing a systematic approach to simplifying expressions compared to the heuristic Karnaugh map. It is particularly useful for computer algorithms due to its ability to handle a larger number of variables effectively, although its computation time can grow exponentially with input size.