Biobjective Performance Assessment with the COCO Platform

May 05, 2016 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Dimo Brockhoff, Tea Tuลกar, Dejan Tuลกar, Tobias Wagner, Nikolaus Hansen, Anne Auger arXiv ID 1605.01746 Category cs.NE: Neural & Evolutionary Citations 30 Venue arXiv.org Last Checked 3 months ago
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.
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