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基于CI-TOPSIS的梯形直觉模糊多准则群决策分类方法
引用本文:朱佳翔,蔡建飞,林徐勋.基于CI-TOPSIS的梯形直觉模糊多准则群决策分类方法[J].中国管理科学,2018,26(9):148-157.
作者姓名:朱佳翔  蔡建飞  林徐勋
作者单位:常州大学商学院, 江苏 常州 213164
基金项目:国家社科基金资助重点项目(16AGL011)
摘    要:模糊群决策分类方法广泛应用于政治、经济与社会生活各个领域,可有效避免个人知识与经验局限性所导致的决策失误。针对信息不完备的多准则群决策问题,提出基于CI-TOPSIS的梯形直觉模糊多准则群决策分类方法。首先,给出梯形直觉模糊集及广义梯形直觉模糊几何聚类算子,兼顾考虑群决策中相应依赖属性与决策者的决策偏好。其次,给出基于离散Choquet积分的TOPSIS算子(CI-TOPSIS),以此为基础,进一步给出基于CI-TOPSIS的梯形直觉模糊多准则群决策分类步骤,用于确定具有最大可信度群体一致案例比较信息集,并逐步引导决策者给出部分及全部方案的精确分类,充分考虑模糊决策环境下决策者偏好与案例比较信息的级别关系。最后,通过一个投资决策实例对所提出的多准则分类方法进行验证。实例分析表明:该方法克服了决策过程中信息的遗漏,充分保留了决策过程中信息的完备性,更适用于直觉模糊群决策环境下的决策实践,是一种非常有效和科学的方法,可应用推广到更多决策领域。本文所得结论,对于有效解决多人多投资方案的群决策问题,具有一定的借鉴意义。

关 键 词:多准则分类方法  梯形直觉模糊集  CI-TOPSIS  案例比较信息  
收稿时间:2017-01-16
修稿时间:2017-07-10

Multiple Criteria Sorting Method in the Group Decision Making Context with Trapezoidal Intuitionistic Fuzzy Values Based on CI-TOPSIS
ZHU Jiang-Xiang,CAI Jian-fei,LIN Xu-xun.Multiple Criteria Sorting Method in the Group Decision Making Context with Trapezoidal Intuitionistic Fuzzy Values Based on CI-TOPSIS[J].Chinese Journal of Management Science,2018,26(9):148-157.
Authors:ZHU Jiang-Xiang  CAI Jian-fei  LIN Xu-xun
Institution:School of Economics and Management, Changzhou University, Changzhou 213164, China
Abstract:Fuzzy group decision making method is widely used in various fields of politics, economy and social life, which can effectively avoid the decision-making mistakes caused by personal knowledge and experience. A multiple criteria sorting method in the group decision making context based on CI-TOPSIS is proposed for fuzzy intuition trapezoidal multiple criteria group decision making problems with incomplete information. Firstly,the trapezoidal intuitionistic fuzzy sets and generalized trapezoidal intuitionistic fuzzy geometric clustering operator are given considering the corresponding dependence attribute among group decision-making. Secondly, the TOPSIS operator based on discrete Choquet integral (CI-TOPSIS) is given, which is based on and the classification procedure of trapezoidal intuitionistic fuzzy multi-criteria group decision based on CI-TOPSIS is given, which is used to determine the information set with the most credible group consensus case, and gradually guide decision-makers to give some precise classification of all programs, give full consideration to fuzzy decision-making environment, decision-making preferences and level relationship of case-level comparison information. Finally, an investment decision examples is used to verify the proposed multiple criteria sorting method and show that it may overcome information omission, and retain the full information in the decision-making process, more suitable for the decision practice under intuition fuzzy group decision making environment, and it is a kind of very effective and scientific method, which can be applied to more decision-making areas. As well as, the conclusion of this paper is of great significance for effective solving the group decision-making problem of multi-person investment scheme.
Keywords:multiple criteria sorting method  trapezoidal intuition fuzzy sets  CI-TOPSIS  case comparison information  
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