Näytä suppeat kuvailutiedot

dc.contributor.authorHartikainen, Markus
dc.contributor.authorMiettinen, Kaisa
dc.contributor.authorWiecek, Margaret M.
dc.date.accessioned2016-08-23T12:08:09Z
dc.date.available2016-08-23T12:08:09Z
dc.date.issued2011
dc.identifier.citationHartikainen, M., Miettinen, K., & Wiecek, M. M. (2011). Constructing a Pareto front approximation for decision making. <i>Mathematical Methods of Operations Research</i>, <i>73</i>(2), 209-234. <a href="https://doi.org/10.1007/s00186-010-0343-0" target="_blank">https://doi.org/10.1007/s00186-010-0343-0</a>
dc.identifier.otherCONVID_20340485
dc.identifier.otherTUTKAID_45424
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/51010
dc.description.abstractAn approach to constructing a Pareto front approximation to computationally expensive multiobjective optimization problems is developed. The approximation is constructed as a sub-complex of a Delaunay triangulation of a finite set of Pareto optimal outcomes to the problem. The approach is based on the concept of inherent nondominance. Rules for checking the inherent nondominance of complexes are developed and applying the rules is demonstrated with examples. The quality of the approximation is quantified with error estimates. Due to its properties, the Pareto front approximation works as a surrogate to the original problem for decision making with interactive methods.
dc.language.isoeng
dc.publisherSpringerLink
dc.relation.ispartofseriesMathematical Methods of Operations Research
dc.subject.otherMultiobjective optimization · Multiple criteria decision making · Pareto optimality · Interactive decision making · Interpolation · Delaunay triangulation
dc.titleConstructing a Pareto front approximation for decision making
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-201607283689
dc.contributor.laitosTietotekniikan laitosfi
dc.contributor.laitosDepartment of Mathematical Information Technologyen
dc.contributor.oppiaineTietotekniikkafi
dc.contributor.oppiaineMathematical Information Technologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.date.updated2016-07-28T12:15:15Z
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.format.pagerange209-234
dc.relation.issn1432-2994
dc.relation.numberinseries2
dc.relation.volume73
dc.type.versionacceptedVersion
dc.rights.copyright© 2011 Springer
dc.rights.accesslevelopenAccessfi
dc.relation.doi10.1007/s00186-010-0343-0
dc.type.okmA1


Aineistoon kuuluvat tiedostot

Thumbnail

Aineisto kuuluu seuraaviin kokoelmiin

Näytä suppeat kuvailutiedot