Three-Way Multiattribute Decision-Making Based on Outranking Relations

In contrast to two-way decisions (2WD), three-way decisions (3WD) can effectively reduce decision risks by utilizing a new delayed decision option. This article incorporates 3WD into multiattribute decision-making (MADM) based on an outranking relation. We construct the outranked set for each altern...

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Vydané v:IEEE transactions on fuzzy systems Ročník 29; číslo 10; s. 2844 - 2858
Hlavní autori: Zhan, Jianming, Jiang, Haibo, Yao, Yiyu
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York IEEE 01.10.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:
Adaptation models
Decision making
Decision-theoretic rough fuzzy set (DTRFS)
Indexes
Investment
multiattribute decision-making
outranking relation
Rough sets
three-way decision
Uncertainty
ISSN:1063-6706, 1941-0034
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Shrnutí:In contrast to two-way decisions (2WD), three-way decisions (3WD) can effectively reduce decision risks by utilizing a new delayed decision option. This article incorporates 3WD into multiattribute decision-making (MADM) based on an outranking relation. We construct the outranked set for each alternative and introduce a hybrid information table that combines an MADM matrix with a loss function table. We propose three strategies to design a new 3WD model for MADM. The rationality and effectiveness of the proposed 3WD method are demonstrated by solving a problem of enterprise project investment target selections. Finally, we provide the comparative analysis and two experimental evaluations. The results show that the proposed 3WD method is effective and practically useful.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
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content type line 14
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2020.3007423