Search Results for author: Stefanus C. Maree

Found 1 papers, 1 papers with code

Multi-objective Optimization by Uncrowded Hypervolume Gradient Ascent

3 code implementations9 Jul 2020 Timo M. Deist, Stefanus C. Maree, Tanja Alderliesten, Peter A. N. Bosman

On several bi-objective benchmarks, we find that gradient-based algorithms outperform the tested EAs by obtaining a better hypervolume with fewer evaluations whenever exact gradients of the multiple objective functions are available and in case of small evaluation budgets.

Optimization and Control

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