Direct observation of a solution set obtained by a search algorithm becomes infeasible when an optimisation problem is of more than three objectives. As such, visualisation is critical - it is not only for the algorithm designer to evaluate and compare different algorithms, but also for the decision maker to choose their preferred solution.