Stochastic multi-criteria decision-making: an overview to methods and applications

Derleme MakaleAçık Erişim

Özet

Background: The alternatives selection problem with multi-criteria in stochastic form variables is called as stochastic multi-criteria decision-making. The stochasticity of the criteria is considered using stochastic dominance, prospect theory, and regret theory. Main text: In this paper, a total 61 papers are reviewed and analyzed based on method(s) used in stochastic multi-criteria decision-making problem, method used in stochasticity, specific objective, application area, and so on classification. All papers with respect to classification aspects are examined their real or empirical applications. Moreover, the studies are statistically investigated to present the latest trends of stochastic multi-criteria decision-making. Conclusions: This detailed review study ensures a comprehension for researchers on stochastic multi-criteria decision-making in respect of showing up-to-date literature and potential research areas to be concentrated in the future. It is observed that the stochastic multi-criteria decision-making problem has an attractive approach by researchers.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/munzur/3302Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1186/s43088-019-0005-0Yayıncı resmi DOI adresi
İndeks kayıtları
Kaydın indeks veri tabanlarındaki sayfası (aktarımda alınan kayıt numarasıyla). Erişim, indeksin kendi koşullarına bağlıdır.
Atıflar
Scopus
19
WoS
15
OpenAlex
19
Her kaynağın kendi saydığı toplam atıf; aktarım ve zenginleştirme sırasında alındı.
Tam Kayıt
AlanDeğerDil
dc.contributor.authorCelik, Erkan
dc.contributor.authorGul, Muhammet
dc.contributor.authorYucesan, Melih
dc.contributor.authorMete, Suleyman
dc.date.accessioned2026-10-28T14:56:27.620920714Z
dc.date.available2026-10-28T14:56:27.620920714Z
dc.date.issued2019
dc.description.abstractBackground: The alternatives selection problem with multi-criteria in stochastic form variables is called as stochastic multi-criteria decision-making. The stochasticity of the criteria is considered using stochastic dominance, prospect theory, and regret theory. Main text: In this paper, a total 61 papers are reviewed and analyzed based on method(s) used in stochastic multi-criteria decision-making problem, method used in stochasticity, specific objective, application area, and so on classification. All papers with respect to classification aspects are examined their real or empirical applications. Moreover, the studies are statistically investigated to present the latest trends of stochastic multi-criteria decision-making. Conclusions: This detailed review study ensures a comprehension for researchers on stochastic multi-criteria decision-making in respect of showing up-to-date literature and potential research areas to be concentrated in the future. It is observed that the stochastic multi-criteria decision-making problem has an attractive approach by researchers.
dc.identifier.articlenumber4
dc.identifier.doi10.1186/s43088-019-0005-0
dc.identifier.eissn2314-8543
dc.identifier.issn2314-8535
dc.identifier.issue1
dc.identifier.scopus2-s2.0-85088307431
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/3302
dc.identifier.volume8
dc.identifier.wosWOS:000648608100004
dc.language.isoen
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.ispartofBeni-Suef University Journal of Basic and Applied Sciences
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectProbability
dc.subjectProspect theory
dc.subjectRegret theory
dc.subjectStochastic decision-making
dc.subjectStochastic dominance
dc.subject.classificationMultidisciplinary Sciences
dc.subject.classificationScience & Technology - Other Topics
dc.subject.otherANALYTIC HIERARCHY PROCESS
dc.subject.otherPROSPECT-THEORY
dc.subject.otherROUGH APPROXIMATION
dc.subject.otherPREFERENCE-RELATION
dc.subject.otherREGRET THEORY
dc.subject.otherDOMINANCE
dc.subject.otherMODEL
dc.subject.otherUNCERTAINTY
dc.subject.otherPROMETHEE
dc.subject.otherAHP
dc.titleStochastic multi-criteria decision-making: an overview to methods and applications
dc.typeReview Article
rdl.citation.openalex19
rdl.citation.scopus19
rdl.citation.wos15
rdl.oa.statusgold
rdl.oa.urlhttps://link.springer.com/content/pdf/10.1186/s43088-019-0005-0.pdf
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexEmerging Sources Citation Index (ESCI)