arXiv cs.LG
· Papers
Partition-Guided Distance Saliency: Bridging Decision and Objective Spaces in Many-Objective Optimization
arXiv:2606.30836v1 Announce Type: new Abstract: Explainability in Many-Objective Optimization (MaO) is currently hindered by the escalating complexity of the Pareto front, which renders the relationship between high-dimensional decision variables and objective outcomes increasingly opaque. As the number of objectives e