3 code implementations • 9 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