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概率犹豫模糊环境下基于累积前景理论和VIKOR的多属性群决策方法
引用本文:王志平,张梦,傅敏,王沛文.概率犹豫模糊环境下基于累积前景理论和VIKOR的多属性群决策方法[J].科学技术与工程,2023,23(25):10649-10657.
作者姓名:王志平  张梦  傅敏  王沛文
作者单位:大连海事大学
基金项目:大连市科技创新基金(2020JJ27FZ122);智能计算与复杂系统优化建模平台建设专项基金(017192616
摘    要:针对概率犹豫模糊环境下的多属性群决策问题,考虑决策者心理行为的过程中存在的不足,本文提出了一种基于累积前景理论与多准则妥协优化解(VIKOR)法相结合的多属性群决策方法。首先,通过一致性调节方法确定决策者的综合权重;其次利用主观主客观结合的方法求解属性权重;再者通过累积前景理论完善决策者的心理决策过程,摒弃传统的欧式距离公式,采用坎贝拉距离公式加权,构建正、负理想解矩阵;然后基于VIKOR方法确定备选方案的优劣顺序;最后对比分析验证了所提方法的可行性和有效性。

关 键 词:概率犹豫模糊集  累积前景理论  VIKOR  坎贝拉距离  多属性群决策
收稿时间:2022/5/6 0:00:00
修稿时间:2023/8/5 0:00:00

Multi-attribute Group Decision Making Model Based On Cumulative Prospect Theory And VIKOR In Probabilistic Fuzzy Environment
Wang Zhiping,Zhang Meng,Fu Min,Wang Peiwen.Multi-attribute Group Decision Making Model Based On Cumulative Prospect Theory And VIKOR In Probabilistic Fuzzy Environment[J].Science Technology and Engineering,2023,23(25):10649-10657.
Authors:Wang Zhiping  Zhang Meng  Fu Min  Wang Peiwen
Institution:Dalian Maritime University
Abstract:Aiming at the problem of multi-attribute group decision-making in probability hesitation fuzzy environment and considering the shortcomings of decision-makers'' psychological behavior, this paper proposes a multi-attribute group decision-making model based on the combination of cumulative prospect theory and multi criteria compromise optimization solution (VIKOR) method. Firstly, the comprehensive weight of decision-makers is determined by consistency adjustment method; Secondly, the method of subjective and objective combination is used to solve the attribute weight; Furthermore, the cumulative prospect theory is used to improve the psychological decision-making process of decision-makers, abandon the traditional European distance formula, use the Canberra distance formula to weight, and construct the positive and negative ideal solution matrix; Then, the order of the alternatives is determined based on VIKOR method; Finally, the feasibility and effectiveness of the proposed model are verified by comparative analysis.
Keywords:probability hesitation fuzzy set  Cumulative prospect theory  VIKOR  Canberra distance  Multi attribute group decision making
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