31 citations · 35 across the 6 of their papers we have counts for
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cs.NE2025
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy
Mingfeng Li, Weijie Zheng, Benjamin Doerr
Different from single-objective evolutionary algorithms, where non-elitism is an established concept, multi-objective evolutionary algorithms almost always select the next populati…
cs.NE2025
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III)
Renzhong Deng, Weijie Zheng, Benjamin Doerr
This work conducts a first theoretical analysis studying how well the NSGA-III approximates the Pareto front when the population size is less than the Pareto front size. We sho…