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Article type: Research Article
Authors: Wang, Tianxinga | Huang, Bingb; *
Affiliations: [a] School of Business, Nanjing Audit University, Nanjing, PR China | [b] School of Computer Science, Nanjing Audit University, Nanjing, PR China
Correspondence: [*] Corresponding author. Bing Huang, School of Computer Science, Nanjing Audit University, Nanjing 211815, PR China. E-mail: [email protected].
Abstract: This paper makes a significant contribution to the field of conflict analysis by introducing a novel Interval-Valued Intuitionistic Fuzzy Three-Way Conflict Analysis (IVIFTWCA) method, which is anchored in cumulative prospect theory. The method’s key innovation lies in its use of interval-valued intuitionistic fuzzy numbers to represent an agent’s stance, addressing the psychological dimensions and risk tendencies of decision-makers that have been largely overlooked in previous studies. The IVIFTWCA method categorizes conflict situations into affirmative, impartial, and adverse coalitions, leveraging the evaluation of the closeness function and predefined thresholds. It incorporates a reference point, value functions and cumulative weight functions to assess risk preferences, leading to the formulation of precise decision rules and thresholds. The method’s efficacy and applicability are demonstrated through detailed examples and comparative analysis, and its exceptional performance is confirmed through a series of experiments, offering a robust framework for real-world decision-making in conflict situations.
Keywords: Three-way decision, conflict analysis, interval-valued intuitionistic fuzzy sets, cumulative prospect theory
DOI: 10.3233/JIFS-238873
Journal: Journal of Intelligent & Fuzzy Systems, vol. Pre-press, no. Pre-press, pp. 1-14, 2024
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