| dc.contributor.author | Hartikainen, Markus | |
| dc.contributor.author | Lovison, Alberto | |
| dc.date.accessioned | 2015-05-25T05:33:12Z | |
| dc.date.available | 2015-08-21T21:45:03Z | |
| dc.date.issued | 2015 | |
| dc.identifier.citation | Hartikainen, M., & Lovison, A. (2015). PAINT-SiCon: constructing consistent parametric representations of Pareto sets in nonconvex multiobjective optimization. <i>Journal of Global Optimization</i>, <i>62</i>(2), 243-261. <a href="https://doi.org/10.1007/s10898-014-0232-9" target="_blank">https://doi.org/10.1007/s10898-014-0232-9</a> | |
| dc.identifier.other | CONVID_23808032 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/46011 | |
| dc.description.abstract | We introduce a novel approximation method for multiobjective optimization
problems called PAINT–SiCon. The method can construct consistent parametric
representations of Pareto sets, especially for nonconvex problems, by interpolating
between nondominated solutions of a given sampling both in the decision
and objective space. The proposed method is especially advantageous in computationally
expensive cases, since the parametric representation of the Pareto set can
be used as an inexpensive surrogate for the original problem during the decision
making process. | |
| dc.language.iso | eng | |
| dc.publisher | Springer New York LLC | |
| dc.relation.ispartofseries | Journal of Global Optimization | |
| dc.subject.other | multiple criteria programming | |
| dc.subject.other | nonlinear programming | |
| dc.subject.other | piecewise linear approximation | |
| dc.title | PAINT-SiCon: constructing consistent parametric representations of Pareto sets in nonconvex multiobjective optimization | |
| dc.type | research article | |
| dc.identifier.urn | URN:NBN:fi:jyu-201505221961 | |
| dc.contributor.laitos | Tietotekniikan laitos | fi |
| dc.contributor.laitos | Department of Mathematical Information Technology | en |
| dc.contributor.oppiaine | Tietotekniikka | fi |
| dc.contributor.oppiaine | Mathematical Information Technology | en |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | |
| dc.date.updated | 2015-05-22T12:15:06Z | |
| dc.type.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
| dc.description.reviewstatus | peerReviewed | |
| dc.format.pagerange | 243-261 | |
| dc.relation.issn | 0925-5001 | |
| dc.relation.numberinseries | 2 | |
| dc.relation.volume | 62 | |
| dc.type.version | acceptedVersion | |
| dc.rights.copyright | © Springer Science+Business Media New York 2014. This is a final draft version of an article whose final and definitive form has been published by Springer. Published in this repository with the kind permission of the publisher. | |
| dc.rights.accesslevel | openAccess | fi |
| dc.type.publication | article | |
| dc.relation.doi | 10.1007/s10898-014-0232-9 | |
| dc.type.okm | A1 | |
