This document details the rationales behind assessing the performance of numerical black-box optimizers on multi-objective problems within the COCO platform and in particular on the biobjective test suite bbob-biobj. The evaluation is based on a hypervolume of all non-dominated solutions in the archive of candidate solutions and measures the runtime until the hypervolume value succeeds prescribed target values.
['Dimo Brockhoff', 'Tea Tušar', 'Dejan Tušar', 'Tobias Wagner', 'Nikolaus Hansen', 'Anne Auger']
Biobjective Performance Assessment with the COCO Platform