Bi-objective robust optimisation.

•Study bi-objective robust optimsation for problems with one uncertain objective.•Introduce and analyse four different robustness concepts.•Focus on proposing approach to derive a meaningful robust Pareto front.•Develop algorithm to compute robust solutions for discrete optimisation problems.•Application of concepts to aircraft route guidance and hazardous materials routing problems.