焦点选择理论在大规模多准则群体决策中的应用

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Le Jiang, Hongbin Liu
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引用次数: 0

摘要

一些风险多准则群体决策问题包括收益信息和概率信息。为了解决这些问题,本研究引入了一个基于焦点选择理论的大规模多准则群体决策模型。在该模型中,首先收集一组专家对多个标准的语言评价,形成语言分布。计算语言分布的正焦点,并将其汇总到备选项的分数中。值得注意的是,在这个过程中,语言术语和概率是通过使用不同的规则来汇总的。计算方案得分的正焦点,选择最优方案。应用该模型解决了一个污染治理评价问题,并进行了仿真实验和对比分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of focus theory of choice in large scale multi-criteria group decision making
Some risky multi-criteria group decision making problems include payoff and probability information. To deal with these problems, this study introduces a large scale multi-criteria group decision making model based on focus theory of choice. In this model, a group of experts’ linguistic evaluations on multiple criteria are first collected to form linguistic distributions. The positive foci of the linguistic distributions are computed and aggregated into the alternatives’ scores. It is noted that in this process the linguistic terms and probabilities are aggregated by using different rules. The positive foci of the alternatives’ scores are computed and the optimal alternative is selected. A pollution treatment evaluation problem is solved by using the proposed model, and simulation experiments and comparative analysis are given.
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来源期刊
Journal of Intelligent & Fuzzy Systems
Journal of Intelligent & Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
3.40
自引率
10.00%
发文量
965
审稿时长
5.1 months
期刊介绍: The purpose of the Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology is to foster advancements of knowledge and help disseminate results concerning recent applications and case studies in the areas of fuzzy logic, intelligent systems, and web-based applications among working professionals and professionals in education and research, covering a broad cross-section of technical disciplines.
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