Analysis of Sustainability Decision Trees Generated by Qualitative Models Based on Equationless Heuristics

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dc.contributor.authorDoubravský, Karelcs
dc.contributor.authorDohnal, Mirkocs
dc.contributor.authorKocmanová, Alenacs
dc.coverage.issue7cs
dc.coverage.volume10cs
dc.date.accessioned2020-08-04T11:01:31Z
dc.date.available2020-08-04T11:01:31Z
dc.date.issued2018-07-18cs
dc.description.abstractSustainability processes are complex and therefore ill-known, inconsistent, and subjective, and must be studied despite a shortage of information. It is prohibitively difficult to study them on quantitative levels using quantitative methods. The presented qualitative approach enables us to solve these issues. There are just three values used to describe the qualitative variables and their derivatives, plus/increasing, zero/constant, and negative/decreasing. An n-dimensional equation-less qualitative model is a set of pairwise relations. Such relations represent a shallow knowledge of the sustainability systems being studied. The solution of the qualitative model is a set of scenarios. The behaviour of this model is described by all of the possible transitions among these scenarios. A decision maker can easily compile a decision tree if he/she knows all of the possible transitions. The generated tree can be evaluated using traditional methods if all of the relevant probabilities are known. Otherwise, some heuristics are used to evaluate the best decision.en
dc.formattextcs
dc.format.extent1-18cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationSustainability. 2018, vol. 10, issue 7, p. 1-18.en
dc.identifier.doi10.3390/su10072505cs
dc.identifier.issn2071-1050cs
dc.identifier.other148863cs
dc.identifier.urihttp://hdl.handle.net/11012/84048
dc.language.isoencs
dc.publisherMDPIcs
dc.relation.ispartofSustainabilitycs
dc.relation.urihttp://www.mdpi.com/2071-1050/10/7/2505cs
dc.rightsCreative Commons Attribution 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/2071-1050/cs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectSustainabilityen
dc.subjectequation-less qualitative modelen
dc.subjectdecision treeen
dc.subjectinformation shortageen
dc.subjectheuristics.en
dc.titleAnalysis of Sustainability Decision Trees Generated by Qualitative Models Based on Equationless Heuristicsen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-148863en
sync.item.dbtypeVAVen
sync.item.insts2020.08.04 13:01:31en
sync.item.modts2020.08.04 12:35:39en
thesis.grantorVysoké učení technické v Brně. Fakulta podnikatelská. Ústav informatikycs
thesis.grantorVysoké učení technické v Brně. Fakulta podnikatelská. Ústav ekonomikycs
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