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A novel consensus reaching method for the preference-approval structure based on regret theory and its application in evaluating pension institutions

Qinggang Shi (College of Economics and Management, Jiangsu University of Science and Technology, Zhenjiang, China)
Peng Li (College of Economics and Management, Jiangsu University of Science and Technology, Zhenjiang, China)
Zhiwei Xu (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China)

International Journal of Intelligent Computing and Cybernetics

ISSN: 1756-378X

Article publication date: 18 August 2023

Issue publication date: 29 February 2024

47

Abstract

Purpose

The purpose of this paper is to propose a consensus method for multi-attribute group decision-making (MAGDM) problems based on preference-approval structure and regret theory, which can improve the efficiency of decision-making and promote the consensus level among individuals.

Design/methodology/approach

First, a new method to obtain the reference points based on regret theory and expert weighting method is proposed. Second, a consensus reaching method based on preference-approval structure is proposed. Then, an adjustment mechanism to further improve the consensus level between individuals is designed. Finally, an example of the assessment of elderly care institutions is used to illustrate the feasibility and effectiveness of the proposed method.

Findings

The feasibility and validity of the proposed method are verified by comparing with the advanced two-stage minimum adjustment method. The compared results show that the proposed method is more consistent with the actual situation.

Research limitations/implications

This paper presents a consensus reaching method for MAGDM based on preference-approval structure, which considers the avoidance behaviors of individuals and reference points. Decision makers (DMs) can use this approach to rank and categorize alternatives while further increasing the level of consensus among them. This can further help determine the optimal alternative more efficiently.

Originality/value

A new MAGDM problem based on the combination of regret theory and individual reference points is proposed. Besides, a new method of obtaining experts' weights and a consensus reaching method for MAGDM based on preference-approval structure are designed.

Keywords

Acknowledgements

This paper is supported by the Jiangsu Social Science Research Fund of China (No. 21SHB003).

Citation

Shi, Q., Li, P. and Xu, Z. (2024), "A novel consensus reaching method for the preference-approval structure based on regret theory and its application in evaluating pension institutions", International Journal of Intelligent Computing and Cybernetics, Vol. 17 No. 1, pp. 1-19. https://doi.org/10.1108/IJICC-02-2023-0023

Publisher

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Emerald Publishing Limited

Copyright © 2023, Emerald Publishing Limited

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