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二元语义粗算子及其语言多属性决策中的应用
引用本文:余高锋,刘文奇,石梦婷.二元语义粗算子及其语言多属性决策中的应用[J].计算机工程与应用,2014,50(9):249-253.
作者姓名:余高锋  刘文奇  石梦婷
作者单位:1.昆明理工大学 理学院,昆明 650093 2.三明学院 数学与信息工程学院,福建 三明 365004
基金项目:国家自然科学基金(No.11101193);科技部科技型中小企业技术创新基金项目(No.11C26215305906);福建省自然基金项目(No.2012J012802);福建省大学生创新创业训练计划项目(No.201311311023)。
摘    要:针对语言多属性决策,提出一种基于二元语言信息处理和粗糙集理论的求解方法。利用规范的语言评价信息建立决策信息表,提出了一种由属性依赖度和信息度来形成属性客观权重的方法,通过二元语义集成算子计算属性的主观权;根据决策者的偏好,将各属性的主客观权重信息集成,得到属性综合权重;将规范化的语言评价信息转化为二元语言形式,并与已有的信息集结算子合成,得到二语义粗算子;举例说明二元语义粗算子的应用。

关 键 词:二元语义  粗糙集  多属性决策  

Two-tuple linguistic rough operator and application in linguistic multi-attribute decision making
YU Gaofeng,LIU Wenqi,SHI Mengting.Two-tuple linguistic rough operator and application in linguistic multi-attribute decision making[J].Computer Engineering and Applications,2014,50(9):249-253.
Authors:YU Gaofeng  LIU Wenqi  SHI Mengting
Affiliation:1.School of Science, Kunming University of Science and Technology, Kunming 650093, China 2.School of Information, Sanming University, Sanming, Fujian 365004, China
Abstract:Aiming at the linguistic multi-attribute decision making, this paper proposes multi-attribute decision making method based on two-tuple linguistic information processing and rough set. The decision-making information form is estab-lished using standard linguistic assessment information, and the objective weights are calculated by using attribute signifi-cance degree and information degree. The subjective weights are calculated by using the weighted averaging operator for two-tuple linguistic;subjective weights and objective weights are integrated into comprehensive weight based on the deci-sion maker’s preferences;two-tuple linguistic rough operator is defined by combining the known information aggregation operator and the normalized linguistic appraisal information, which is transformed into the form of two-tuple linguistic;one example is given to illustrate the application of two-tuple linguistic rough operator.
Keywords:two-tuple linguistic  rough set  multi-attribute decision making
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