A Relative Projection-Based Multiattribute Group Decision-Making Model with Noncooperative Behavior Management and Application to NEV Supplier Selection

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dc.authorscopusidWitold Pedrycz / 58861905800
dc.authorwosidWitold Pedrycz / HJZ-2779-2023
dc.contributor.authorLiu, Zulin
dc.contributor.authorLiu, Fang
dc.contributor.authorTu, Huonian
dc.contributor.authorPedrycz, Witold
dc.contributor.authorYao, Zuofang
dc.date.accessioned2025-04-18T07:44:35Z
dc.date.available2025-04-18T07:44:35Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractThis article reports a novel consensus model where a group of internal and external experts evaluate alternatives under multiple attributes and provide mutual evaluations. First, different from previous studies, the cognitive and interest conflicts of internal and external experts are considered simultaneously. But interest conflict is emphasized for internal experts, and cognitive conflict is mainly considered for external experts. Second, we explore the categorization and management methods of noncooperative behaviors (NCBs) of experts. The relative projection-based indexes are proposed for the first time to measure the degrees of cognitive and interest conflicts by using multiattribute preference matrices (MAPMs) and the weight vectors of attributes. A group of experts are divided into three categories and the corresponding management strategies are developed. Third, we investigate the consensus mechanism among experts with cognitive and interest conflicts. For reaching an acceptable consensus level, an adjustment process is proposed to revise some local entries in MAPMs and mutual evaluation matrix (MEM). A penalty mechanism is further established to dynamically update the weights of experts. An algorithm is designed to capture the consensus reaching process in multiattribute group decision making, where internal and external experts are distinguished by proposing a parameter. Finally, the high-performance battery supplier selection of new energy vehicle is studied to illustrate the proposed model. The results reveal that the efficiency of reaching consensus can be enhanced by using the developed model with effective management of NCBs. © 2024 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
dc.description.sponsorshipThis work was supported in part by the Bagui Scholars Program of Guangxi; in part by the National Natural Science Foundation of China under Grant 71871072; in part by the Guangxi Natural Science Foundation under Grant 2022GXNSFDA035075; and in part by the Innovation Project of Guangxi Graduate Education under Grant YCBZ2024014
dc.identifier.citationLiu, Z., Liu, F., Tu, H., Pedrycz, W., & Yao, Z. (2024). A relative projection-based multiattribute group decision-making model with noncooperative behavior management and application to NEV supplier selection. IEEE Transactions on Cybernetics.
dc.identifier.doi10.1109/TCYB.2024.3430243
dc.identifier.endpage5865
dc.identifier.issn21682267
dc.identifier.issue10
dc.identifier.scopusqualityQ1
dc.identifier.startpage5852
dc.identifier.urihttp://dx.doi.org/10.1109/TCYB.2024.3430243
dc.identifier.urihttps://hdl.handle.net/20.500.12713/6487
dc.identifier.volume54
dc.identifier.wosWOS:001288388000001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorPedrycz, Witold
dc.institutionauthoridWitold Pedrycz / 0000-0002-9335-9930
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofIEEE Transactions on Cybernetics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectConsensus Model
dc.subjectMultiattribute Group Decision Making (MAGDM)
dc.subjectMutual Evaluations
dc.subjectNoncooperative Behavior (NCB) Management
dc.subjectRelative Projection
dc.titleA Relative Projection-Based Multiattribute Group Decision-Making Model with Noncooperative Behavior Management and Application to NEV Supplier Selection
dc.typeArticle

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