HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

Abstract

In the field of evolutionary multi-criterion optimization, the hypervolume indicator is the only single set quality measure that is known to be strictly monotonic with regard to Pareto dominance: whenever a Pareto set approximation entirely dominates another one, then the indicator value of the dominant set will also be better. This property is of high… (More)
DOI: 10.1162/EVCO_a_00009

Topics

20 Figures and Tables

Statistics

0501001502009201020112012201320142015201620172018
Citations per Year

706 Citations

Semantic Scholar estimates that this publication has 706 citations based on the available data.

See our FAQ for additional information.

Slides referencing similar topics