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基于自然语言的模糊多属性云决策方法研究

Study on the Approach of Fuzzy Multiattribute Cloud Decision Based on Natural Language

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【作者】 吴爱燕于重重曾广平涂序彦

【Author】 WU Ai-yan1,2 YU Chong-chong1,3 ZENG Guang-ping1 TU Xu-yan1(School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China)1(Department of Computer,Shijiazhuang University,Shijiazhuang 050035,China)2(School of Computer and Information Engineering,Beijing Technology and Business University,Beijing 102488,China)3

【机构】 北京科技大学信息工程学院石家庄学院计算机系北京工商大学计算机与信息工程学院

【摘要】 借鉴云模型的研究思想,提出了基于自然语言的模糊多属性云决策方法,主要工作如下:首先,针对多属性群决策的属性评估集和等级评估集设计了等级描述云和等级评价云;然后,在此基础上设计了云归一化算法,实现了一个属性多个专家值的融合;最后,设计了云集结算法,该算法将多个属性值集结为一个方案值,进而比较获得最佳方案。云模型能够反映模糊性和随机性的关联,因此,该方法能够更加有效地权衡语言评价信息。最后,通过应用案例证明了该方法的简单性和可行性。

【Abstract】 The paper used cloud model,and proposed a natural language-based fuzzy multiattribute cloud decision method.It includes mainly several parts as follows.First,the described rank cloud and the evaluated rank cloud respectively were presented to measure attribute rank and rank certainty degree.On the basis,cloud normalizing algorithm was presented to fuse several values of an attribute given by experts.Then,cloud aggregation algorithm was presented to integrate different attribute information and get every alternative value,and the most desirable alternative was selected according to their values.Cloud model can express the relationship between randomness and fuzziness,so the method is more effective to measure linguistic assessment information.Finally,a example with linguistic assessment information shows that the method is simple and feasible.

【基金】 “十一五”国家科技支撑计划重点项目(2006BAJ04B07-2);863国家高技术研究发展计划项目基金(2009AA012119)资助
  • 【文献出处】 计算机科学 ,Computer Science , 编辑部邮箱 ,2010年11期
  • 【分类号】C934;F224
  • 【被引频次】18
  • 【下载频次】328
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