no code implementations • 9 May 2024 • Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe, André Deutz, Oziel Cortés-Piña, Oliver Schütze
In this work, we propose a set-based Newton method for Hausdorff approximations of the Pareto front to be used within multi-objective evolutionary algorithms.
no code implementations • 15 Apr 2020 • Yali Wang, André Deutz, Thomas Bäck, Michael Emmerich
Given a point in $m$-dimensional objective space, any $\varepsilon$-ball of a point can be partitioned into the incomparable, the dominated and dominating region.
no code implementations • 26 Apr 2019 • Kaifeng Yang, Michael Emmerich, André Deutz, Thomas Bäck
In this paper, an efficient algorithm for the computation of the exact EHVI for a generic case is proposed.