SNOBFIT or Stable Noisy optimisation by Branch and Fit is a derivative-free optimisation algorithm. It was developed to optimise expensive to evaluate objective functions globally. Therefore, SNOBFIT combines exploitation and exploration of a problem domain within lower and upper bounds of the decision variables. Figure illustrates SNOBFIT applied to a two dimensional problem.