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具有模糊框架的决策算法及先进财务管理政策评估

Decision algorithm with fuzzy framework and evaluation of advanced financial management policy.

作者信息

Yu Zijie, Kou Jiongchen, Liu Yuanxin, Chu Haoshan

机构信息

School of Accounting, Zhongnan University of Economics and Law, Wuhan, 430071, Hubei, China.

Academic Department, Shanghai Wantyoung Education, Shanghai, 201700, China.

出版信息

Sci Rep. 2025 Aug 25;15(1):31184. doi: 10.1038/s41598-025-07662-7.

Abstract

In this paper, we introduce a new decision-making algorithm based on the circular picture fuzzy heronian mean (C-PFHM) operator to assess sophisticated financial management policies under uncertainty. The method combines the advantages of picture fuzzy sets and heronian mean aggregation so that more sophisticated management of expert views with hesitation, indeterminacy, and vagueness is possible. Multi-criteria decision-making framework is developed with data collection, normalization, C-PFHM-based aggregation, defuzzification, and ranking. To test the approach, an actual financial case study is provided wherein several policy options are compared against major financial performance measures like return on investment, liquidity, and resistance to market volatility. Quantitative findings indicate that the new approach has a high correlation with reference methods resulting in a weighted Spearman's rank correlation coefficient of 0.9815 when compared with C-PFHM-TOPSIS. This validates the performance and reliability of the proposed algorithm in high-fidelity decision-making environments.

摘要

在本文中,我们引入了一种基于圆形图像模糊赫伦均值(C-PFHM)算子的新决策算法,以评估不确定性下的复杂财务管理政策。该方法结合了图像模糊集和赫伦均值聚合的优点,从而能够更复杂地管理具有犹豫、不确定性和模糊性的专家意见。通过数据收集、归一化、基于C-PFHM的聚合、去模糊化和排序,开发了多准则决策框架。为了测试该方法,提供了一个实际的财务案例研究,其中将几种政策选项与主要财务绩效指标(如投资回报率、流动性和对市场波动的抵抗力)进行了比较。定量结果表明,新方法与参考方法具有高度相关性,与C-PFHM-TOPSIS相比,加权斯皮尔曼等级相关系数为0.9815。这验证了所提出算法在高保真决策环境中的性能和可靠性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/587b/12378209/a855b80d91a2/41598_2025_7662_Fig1_HTML.jpg

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