A proximal operator is a generalization of the projection operator used in optimization to handle non-smooth functions by dividing the problem into simpler subproblems that are easier to solve. It is particularly useful in iterative algorithms for convex optimization, where it facilitates the convergence to an optimal solution by integrating regularization terms efficiently.