arxivcs.NE2026-07-06
A Large-Scale Sparse Multiobjective Optimization Algorithm Based on Optimal Performance Scores
Jia-Lin Mai, Min-Rong Chen, Guo-Qiang Zeng, Xiang Liu, Jian Weng
Large-scale sparse multiobjective optimization problems (LSSMOPs) involve a large number of decision variables and Pareto optimal solutions with only a few nonzero variables. However, as the number of decision variables grows, it becomes increasingly challenging to accurately ide…