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Biobjective Performance Assessment with the COCO Platform

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Abstract

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.

Dates and versions

hal-01315317 , version 1 (13-05-2016)

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Dimo Brockhoff, Tea Tušar, Dejan Tusar, Tobias Wagner, Nikolaus Hansen, et al.. Biobjective Performance Assessment with the COCO Platform. 2016. ⟨hal-01315317⟩
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