2 papers
cs.LG2026
Expected Hypervolume Maximization for Multiobjective Optimization under Uncertainties
Victor Trappler
The problem of multiobjective optimization under uncertainties is often approached by taking the expectation of each objective. In this work, we propose instead to formulate this a…
math.OC2025
Multiobjective Optimization under Uncertainties using Conditional Pareto Fronts
Victor Trappler, Céline Helbert, Rodolphe Le Riche
In this work, we propose a novel method to tackle the problem of multiobjective optimization under parameteric uncertainties, by considering the Conditional Pareto Sets and Conditi…