Uncertain optimization (with a special focus on data envelopment analysis)

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dc.authorscopusidTofigh Allahviranloo / 8834494700
dc.authorscopusidMohammadreza Shahriari / 56809020200
dc.authorwosidTofigh Allahviranloo / V-4843-2019
dc.authorwosidMohammadreza Shahriari / HKG-8762-2023
dc.contributor.authorAmirteimoori, Alireza
dc.contributor.authorAllahviranloo, Tofigh
dc.contributor.authorShahriari, Mohammadreza
dc.date.accessioned2025-04-18T08:53:09Z
dc.date.available2025-04-18T08:53:09Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Yazılım Mühendisliği Bölümü
dc.description.abstractUncertain optimization refers to contexts where there is uncertainty in models and data. It potentially has various applications in different domains such as portfolio selection, inventory management, pollution reduction, sustainable development, resource allocation and reallocation, and performance analysis. In real life, decisions often need to be made under unknown scenarios. In our terminology, uncertainty refers to the variability of data and optimization refers to the analysis and solution of a problem that involves optimizing an objective, given a set of constraints. This chapter deals with uncertain optimization problems with a special emphasis on data envelopment analysis (DEA). Since many books discuss fuzzy optimization problems, only the stochastic type of uncertainty in data and models is considered here.
dc.identifier.citationAmirteimoori, A., Allahviranloo, T., & Shahriari, M. (2024). Uncertain optimization (with a special focus on data envelopment analysis). In Decision-Making Models (pp. 453-464). Academic Press.
dc.identifier.doi10.1016/B978-0-443-16147-6.00020-7
dc.identifier.endpage464
dc.identifier.isbn978-044316147-6
dc.identifier.isbn978-044316148-3
dc.identifier.scopus2-s2.0-85202822870
dc.identifier.startpage453
dc.identifier.urihttp://dx.doi.org/10.1016/B978-0-443-16147-6.00020-7
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6632
dc.indekslendigikaynakScopus
dc.institutionauthorAllahviranloo, Tofigh
dc.institutionauthorShahriari, Mohammadreza
dc.institutionauthoridTofigh Allahviranloo / 0000-0002-6673-3560
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofDecision-making models: a perspective of fuzzy logic and machine learning
dc.relation.publicationcategoryKitap Bölümü - Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectDEA
dc.subjectMeasure
dc.subjectOptimization
dc.subjectUncertainty
dc.titleUncertain optimization (with a special focus on data envelopment analysis)
dc.typeBook Chapter

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