Many-objective Optimization via Voting for Elites

1 code implementation • 5 Jul 2023 • Jackson Dean, Nick Cheney

Current approaches to many-objective optimization often require challenging assumptions, like knowledge of the importance/difficulty of objectives in a weighted-sum single-objective paradigm, or enormous populations to overcome the curse of dimensionality in multi-objective Pareto optimization.

Evolutionary Algorithms