Matrix-based network data envelopment analysis: A common set of weights approach

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dc.authorscopusidFarhad Hosseinzadeh Lotfi / 59136674500
dc.authorwosidFarhad Hosseinzadeh Lotfi /KBC-3307-2024
dc.contributor.authorPeykani, Pejman
dc.contributor.authorSeyed Esmaeili, Fatemeh Sadat
dc.contributor.authorPishvaee, Mir Saman
dc.contributor.authorRostamy Malkhalifeh, Mohsen
dc.contributor.authorHosseinzadeh Lotfi, Farhad
dc.date.accessioned2025-04-18T10:42:11Z
dc.date.available2025-04-18T10:42:11Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractPerformance measurement of decision-making units (DMUs) with network structure is one of the main challenges in data envelopment analysis (DEA) field. The main purpose of this paper is to propose a novel network data envelopment analysis (NDEA) approach based on matrix of efficiency, common set of weights (CSW), multi-objective programming (MOP), and goal programming (GP) technique for performance measurement of peer DMUs in two-stage network structure. The advantages of the proposed NDEA approach can be summarized as follows: comparing all DMUs and sub-DMUs on the same base, considering all internal structures and relations and capability to extending this for all network structures, linearity of the proposed models, unique efficiency decomposing without any need to consider multiplicative, additive or leader-follower relations between overall and stages efficiency. To illustrate the usefulness and applicability of the proposed approach we applied it to a real application of non-life insurance companies in Taiwan. © 2024 Elsevier Ltd
dc.identifier.citationPeykani, P., Esmaeili, F. S. S., Pishvaee, M. S., Rostamy-Malkhalifeh, M., & Lotfi, F. H. (2024). Matrix-based network data envelopment analysis: A common set of weights approach. Socio-Economic Planning Sciences, 95, 102044.
dc.identifier.doi10.1016/j.seps.2024.102044
dc.identifier.issn00380121
dc.identifier.scopus2-s2.0-85203008510
dc.identifier.scopusqualityQ1
dc.identifier.urihttp://dx.doi.org/10.1016/j.seps.2024.102044
dc.identifier.urihttps://hdl.handle.net/20.500.12713/7166
dc.identifier.volume95
dc.identifier.wosWOS:001309170400001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorHosseinzadeh Lotfi, Farhad
dc.institutionauthoridFarhad Hosseinzadeh Lotfi / 0000-0001-5022-553X
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofSocio-Economic Planning Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCommon Set of Weights
dc.subjectEfficiency Matrix
dc.subjectGeneral Two-stage Structure
dc.subjectInsurance İndustry
dc.subjectMulti-Objective Programming
dc.subjectNetwork Data Envelopment Analysis
dc.titleMatrix-based network data envelopment analysis: A common set of weights approach
dc.typeArticle

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