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A Large-Scale Sparse Multiobjective Optimization Algorithm Based on Optimal Performance Scores

Published • Jul 6, 2026
Authors:
Jia-Lin Mai
,
Min-Rong Chen
,
Guo-Qiang Zeng

Abstract

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 identify the nonzero va...

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