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考虑决策者心理行为的概率语义术语集多属性决策方法
引用本文:张永政,叶春明,耿秀丽.考虑决策者心理行为的概率语义术语集多属性决策方法[J].计算机应用研究,2020,37(10):3001-3005,3024.
作者姓名:张永政  叶春明  耿秀丽
作者单位:上海理工大学 管理学院,上海200093;上海理工大学 管理学院,上海200093;上海理工大学 管理学院,上海200093
基金项目:上海理工大学科技发展资助项目;国家自然科学基金
摘    要:概率语义术语集可以通过给语义赋予概率以表达不同程度偏好,采用概率语义术语集获取专家犹豫和不确定的评价信息。针对传统多属性决策中指标权重确定没有考虑指标间相互影响关系的问题,采用概率语义DEMATEL方法分析指标间的相互影响关系,其中采用二元语义将指标间关联关系概率语义术语集的得分函数转换为精确数值,得到指标的权重。考虑决策者的不同偏好和心理行为,采用改进的概率语义TODIM方法对决策对象进行排序。最后以某班轮公司的综合竞争力评估为例,验证了所提方法的有效性。

关 键 词:多属性决策  概率语义术语集  二元语义  DEMATEL  TODIM
收稿时间:2019/6/27 0:00:00
修稿时间:2020/9/11 0:00:00

Probabilistic linguistic term set multi-criteria decision-making method considering psychological behavior of decision makers
ZHANG Yongzheng,Ye Chunming and GENG Xiuli.Probabilistic linguistic term set multi-criteria decision-making method considering psychological behavior of decision makers[J].Application Research of Computers,2020,37(10):3001-3005,3024.
Authors:ZHANG Yongzheng  Ye Chunming and GENG Xiuli
Affiliation:Business School,University of Shanghai for Science and Technology,,
Abstract:Probabilistic linguistic term set can give different degrees of preference by assigning corresponding probabilities through linguistic set. This paper used probabilistic linguistic term set to obtain the hesitant and uncertain evaluation information of the experts. Aiming at the problem that the weights of indicators in traditional multi-criteria decision-making method does not consider the mutual influence relationships between indicators, it used probabilistic linguistic to analysis the net influence of the indexes and used 2-tuple linguistic to convert the PLTS''s score of the mutual influence relationships between indicators into precise values, then the weight of the indexes can be obtained. Considering the different preferences and psychological behaviors of the decision makers, it used the improved TODIM method of PLTS to evaluate candidate schemes. Finally, a case study of the liner companies'' comprehensive competitiveness ranking shows that this method can illustrate the effectiveness of the proposed method.
Keywords:multi-criteria decision-making  probabilistic linguistic term set  2-tuple linguistic  DEMATEL  TODIM
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