A multiplication algorithm is a systematic procedure used to perform multiplication operations efficiently, ranging from basic methods taught in elementary education to advanced techniques used in computer science. These algorithms optimize the process of multiplying numbers by reducing the computational complexity and improving speed, especially for large integers.