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math.OC2026
Non-Extreme Individual Minima for Improved Pareto Front Sampling Efficiency and Decision-Making
Markus Herrmann-Wicklmayr, Kathrin Flaßkamp
In multi-objective optimization, the set of optimal trade-offs -- the Pareto front -- often contains regions that are extremely steep or flat. The Pareto optimal points in these re…
math.OC2025★ 1 cited
Individual Minima-Informed Multi-Objective Model Predictive Control for Fixed Point Stabilization
Markus Herrmann-Wicklmayr, Kathrin Flaßkamp
In multi-objective model predictive control (MOMPC), a single Pareto-optimal solution has to be selected at each sampling instant by an automated a priori decision-making (DM) mech…