A numerical method is an algorithm that takes numbers as input and produces numbers as output. Numerical analysis is a set of techniques you use to prove that a numerical method approximately solves a problem you're interested in. ... Numerical methods usually refers to the 'how-to-do-it-step-by-step', the method.