Jonathan E. Fieldsend University of Exeter, Exeter, UK EX4 4QF...  Home/Search
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Abstract: There has been only limited discussion on the effect of uncertainty and noise in multi-objective optimisation problems and how to deal with it. Here we address this problem by assessing the probability of dominance and maintaining an archive of solutions which are mutually non-dominating with some known probability. We examine methods for estimating the probability of dominance. These depend crucially on estimating the effective noise variance and we introduce a novel method of learning the... (Update)
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BibTeX entry: (Update)
@misc{ university-multiobjective,
author = "Jonathan Fieldsend University",
title = "Multi-Objective Optimisation in the Presence of Uncertainty",
url = "citeseer.ist.psu.edu/731907.html" }
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