Simulation-based sensitivity analysis: Methods and software tools

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dc.contributor.authorNovák, Drahomírcs
dc.contributor.authorLehký, Davidcs
dc.contributor.authorSlowik, Ondřejcs
dc.date.issued2021-09-17cs
dc.description.abstractThe topic of the paper is simulation-based sensitivity analysis with emphasize on the use of the small-sample Latin Hypercube Sampling simulation method. Three approaches are described in the paper: Spearman’s rank-order correlation, covariance-based sensitivity analysis and input perturbation-based sensitivity analysis. Software tools are briefly described, especially SEAN software as an effective sensitivity analysis environment developed to simplify sensitivity analysis of a user-defined numerical model. An example application is presented.en
dc.formattextcs
dc.format.extent158-164cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationProceedings of the 33rd European Modeling & Simulation Symposium. 2021, p. 158-164.en
dc.identifier.doi10.46354/i3m.2021.emss.022cs
dc.identifier.isbn978-88-85741-57-7cs
dc.identifier.orcid0000-0003-0744-8265cs
dc.identifier.orcid0000-0001-8176-4114cs
dc.identifier.orcid0000-0003-0087-9257cs
dc.identifier.other176406cs
dc.identifier.researcheridAAM-4563-2020cs
dc.identifier.researcheridAAK-9492-2020cs
dc.identifier.scopus7103231214cs
dc.identifier.scopus56389654700cs
dc.identifier.urihttp://hdl.handle.net/11012/204039
dc.language.isoencs
dc.publisherCAL-TEKcs
dc.relation.ispartofProceedings of the 33rd European Modeling & Simulation Symposiumcs
dc.relation.urihttps://www.cal-tek.eu/proceedings/i3m/2021/emss/022/cs
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/cs
dc.subjectSensitivity analysisen
dc.subjectStatistical analysisen
dc.subjectLatin Hypercube simulationen
dc.titleSimulation-based sensitivity analysis: Methods and software toolsen
dc.type.driverconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
eprints.grantNumberinfo:eu-repo/grantAgreement/TA0/TF/TF06000016cs
sync.item.dbidVAV-176406en
sync.item.dbtypeVAVen
sync.item.insts2025.02.03 15:45:30en
sync.item.modts2025.01.17 15:34:05en
thesis.grantorVysoké učení technické v Brně. Fakulta stavební. Ústav stavební mechanikycs
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