基于案例推理的直觉模糊决策方法

doi:10.16381/j.cnki.issn1003-207x.2015.07.014

中国管理科学 ›› 2015, Vol. 23 ›› Issue (7): 113-118.doi: 10.16381/j.cnki.issn1003-207x.2015.07.014

基于案例推理的直觉模糊决策方法

李鹏¹, 朱建军², 刘思峰²

1. 江苏科技大学经济管理学院, 江苏镇江 212003;
2. 南京航空航天大学经济与管理学院, 江苏南京 210016

收稿日期:2013-10-15 修回日期:2014-02-10 出版日期:2015-07-20 发布日期:2015-07-22
作者简介:李鹏(1980-),男(汉族),山东淄博人,江苏科技大学经济管理学院,博士,讲师,研究方向:决策分析、灰色系统理论.
基金资助:
国家自然科学基金资助项目(71401064,71171112);教育部人文社科基金(14YJCZH076);教育部博士基金(20133220120002);中国博士后基金(2014M560423);江苏省博士后基金(1401018C);江苏省高校哲社基金(2014SJB819);国家社科重点项目(14AGL001)

Intuitionistic Fuzzy Decision-making Methods Based on Case-based Reasoning

LI Peng¹, ZHU Jian-jun², LIU Si-feng²

1. College ofEconomics & Management, Jiangsu University of Science and Technology, Zhenjiang 212003, China;
2. College of Economics & Management, Nanjing University of Aeronautics & Astronautics, Nanjing 210016, China

Received:2013-10-15 Revised:2014-02-10 Online:2015-07-20 Published:2015-07-22

摘要/Abstract

摘要： 目前大多数决策方法的定权问题仅依靠决策矩阵而忽略了决策背景。针对上述问题,将案例推理方法融入到直觉模糊决策问题。首先根据直觉模糊数的内涵构建一种相似度公式,将案例推理模型跟相似度测度结合求得最优权重以及分类半径,进而进行择优排序。最后通过案例分析详细说明了本文方法的优势之处:根据决策数据又考虑专家意见,使得决策结果与现实情况更加一致,并提出一种解决面向直觉模糊决策问题的新思路。

关键词: 决策, 直觉模糊数, 相似度, 案例推理

Abstract: Most current decision methods of fixed weight problems rely on decision-making matrix and ignoring the background. Aiming at these problems, the method of case-based reasoning was fused into the intuitionistic fuzzy decision making problem. At first,according to the connotation of intuitionistic fuzzy numbers, a similarity formula was proposed. By combination of case-based reasoning model with similarity measure, the optimal weight and radius of classification were obtained, and by which the best alternative was gained.Finally, through case analysis details the advantages of this method were summarized as follows: this method not only took the decision data into consideration but also expert's advice, and made the decision results more consistent with the reality, and put forward a new idea to solve the problem of intuitionistic fuzzy decision making problems.

Key words: decision making, intuitionistic fuzzy number, similarity degree, case-based reasoning

中图分类号:

C934

李鹏, 朱建军, 刘思峰. 基于案例推理的直觉模糊决策方法[J]. 中国管理科学, 2015, 23(7): 113-118.

LI Peng, ZHU Jian-jun, LIU Si-feng. Intuitionistic Fuzzy Decision-making Methods Based on Case-based Reasoning[J]. Chinese Journal of Management Science, 2015, 23(7): 113-118.

参考文献

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基于案例推理的直觉模糊决策方法

Intuitionistic Fuzzy Decision-making Methods Based on Case-based Reasoning

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