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Author

Danyang Zhang

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Book Jul 2026

Hot off the Press: Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition

This first complete mathematical runtime analysis for the MOEA/D using the original weighted-sum decomposition shows that this variant of the algorithm solves the classic OneMinMax benchmark considerably faster than both the MOEA/D with Tchebycheff decomposition and many other classic algorithms such as the NSGA-II, NSGA-III, SMS-EMOA, and SPEA2.

Danyang Zhang, Zerong Zhong, Weijie Zheng et al. · 0 citations