Heterogeneous multi-attribute nonadditivity fusion for behavioral three-way decisions in interval type-2 fuzzy environment

Liang, Decui; Wang, Mingwei; Zhang, Xu

doi:10.1016/j.ins.2019.05.044

Cited by 59 publications

(12 citation statements)

References 45 publications

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“…Liang et al. [34] proposed a behavioral 3WD model based on the prospect theory under interval type-2 fuzzy environment and applied it to solve MADM problems. Considering several departments or agents may be involved in the decision-making process, Sun et al.…”

Section: Literature Reviewmentioning

confidence: 99%

“…To conquer this drawback, Jia and Liu [31] defined relative loss functions with respect to multiple attributes. Based on their work, many scholars have studied the relative utility functions considering the risk attitude of decision maker based on the prospect theory, such as [34] , [56] . This makes a meaningful extension for 3WD theory.…”

Section: The Improved Behavioral Three-way Decisionmentioning

confidence: 99%

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A novel behavioral three-way decision model with application to the treatment of mild symptoms of COVID-19

Wang

Pan

et al. 2022

Applied Soft Computing

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Section: Literature Reviewmentioning

confidence: 99%

Section: The Improved Behavioral Three-way Decisionmentioning

confidence: 99%

A novel behavioral three-way decision model with application to the treatment of mild symptoms of COVID-19

Wang

Pan

et al. 2022

Applied Soft Computing

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“…Expected utility theory based on the rational hypothesis has a dominant position in traditional multi-attribute decision making [11]. The hypothesis of a rational person in traditional economics holds that people will make decisions by rational calculation and choose the option of utility maximization [12].…”

Section: A Decision Behaviour and Prospect Theorymentioning

confidence: 99%

“…During the evaluation phase, individuals evaluate the edited prospect value and make a choice, which evaluates the information by using the value function and subjective probability weight function [9]. Using prospect theory, some scholars have proposed three-way decisions [11], regret theory [12] and group decision-making [13], while others have discussed applications in supply chain management [14], multiattribute reverse auctions [15] and freeway driver route choice [16]. This paper introduces prospect theory to describe the bounded rationality of decision makers.…”

Section: A Decision Behaviour and Prospect Theorymentioning

confidence: 99%

A LINMAP Method Based on the Bounded Rationality of Evaluators for Property Service Quality Evaluation

et al. 2021

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Property service quality (PSQ) evaluation is the key means of property management. Traditional PSQ evaluation is usually based on the rational hypothesis of the evaluator. The evaluators' behaviour with bounded rationality is more in line with the characteristics of modern PSQ evaluation practice. At this point, evaluation information is usually incomplete information and heterogeneous data. The existing LINMAP methods have the ability to process incomplete information and heterogeneous information, but they cannot adapt to evaluation information processing under bounded rational behaviour. As one of the major achievements of behavioural economics, prospect theory can explain people's bounded behaviour when making decisions. The purpose of this paper was to develop a linear programming technique for multidimensional analysis of preference (LINMAP) model based on prospect theory for modern PSQ evaluation. First, a data pre-processing method was designed by referring to the TOPSIS method. Then, the value function was used to construct the dominance matrix, and the LINMAP model based on prospect theory was constructed. Finally, all alternatives were ranked in order according to overall performance value, which was solved by the LINMAP model. The feasibility and effectiveness of the proposed method were demonstrated by example analysis. Based on the evaluation results of property perceived service quality of public projects, this paper determined the important items and excellent property service projects and their reasons and proposed some suggestions to improve PSQ.

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“…6.2.3 Comparison with the model where loss functions are generated from evaluation values. In this subsection, the loss functions are not directly given, but derived from the evaluation values provided by decision-makers, motivated by the approaches mentioned by Jia and Liu (2019), Liang et al (2019).…”

mentioning

confidence: 99%

Three-way group decisions under hesitant fuzzy linguistic environment for green supplier selection

Lei

Sun

2020

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Purpose The purpose of this paper is to propose a three-way group decision-making approach to address the selection of green supplier, by extending decision-theoretic rough set (DTRS) into hesitant fuzzy linguistic (HFL) environment, considering the flexible evaluation expression format of HFL term set (HFLTS) and the idea of minimum expected risk in DTRS. Design/methodology/approach Specifically, the authors first present the calculation method of the conditional probability and discuss the loss functions of DTRS with HFL element (HFLE), along with some associated properties being investigated in detail. Further, three-way group decisions rules can be deduced, followed by the cost of every green supplier candidate. Thus, based on these discussions, a novel green supplier selection DTRS model that combines multi-criteria group decision-making (MCGDM) and HFLTS is designed. Findings A numerical example of green supplier selection, the comparative analysis and associated discussions are conducted to illustrate the applicability and novelty of the presented model. Practical implications The selection of green supplier has played a critically strategic role in sustainable enterprise development due to continuous environmental concerns. This paper offers an insight for companies to select green supplier selection from the perspective of three-way group decisions. Originality/value This paper uses three-way decisions to address green supplier selection in the HFL context, which is considered as a MCGDM issue.

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Heterogeneous multi-attribute nonadditivity fusion for behavioral three-way decisions in interval type-2 fuzzy environment

Cited by 59 publications

References 45 publications

A novel behavioral three-way decision model with application to the treatment of mild symptoms of COVID-19

A novel behavioral three-way decision model with application to the treatment of mild symptoms of COVID-19

A LINMAP Method Based on the Bounded Rationality of Evaluators for Property Service Quality Evaluation

Three-way group decisions under hesitant fuzzy linguistic environment for green supplier selection

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