Visualization of a statistical approximation of the Pareto front

A bi-objective optimization problem is considered assuming that the objective functions can be non-convex expensive black-box type functions. A statistical model based visualization method is proposed to aid a decision maker in selecting an appropriate trade-off between objectives in case of scarce available information.