计算机科学 ›› 2010, Vol. 37 ›› Issue (11): 75-77.

• 计算机网络与信息安全 • 上一篇    下一篇

一种基于多维云模型的多属性综合评价方法

郭戎潇,夏靖波,董淑福,龙门   

  1. (空军工程大学电讯工程学院 西安710077)
  • 出版日期:2018-12-01 发布日期:2018-12-01
  • 基金资助:
    本文受陕西省自然科学基础研究计划项目(2009JM8001-1)资助。

Multiple Attribute Evaluation Method Based on Multidimensional Cloud Model

GUO Rong-xiao,XIA Jing-bo,DONG Shu-fu,LONG Men   

  • Online:2018-12-01 Published:2018-12-01

摘要: 基于多维云能够表述复杂模糊概念的特性,提出一种基于正态多维云模型的多属性综合评价方法。将“属性概化”的概念引入系统评价中,利用一维云模型对单个属性进行多级描述;在此基础上,针对各级评语建立其对应的多维评判云和描述系统整体属性的多维属性云,并通过比较两类云模型的相似程度得出评价结果。实验结果表明,该方法能够在单一价值分类的基础上实现多重价值分类和排序,同时能够较为直观地反映出各属性值对综合评价结果的影响。

关键词: 多维云模型,正态云,多属性评价

Abstract: Considering multidimensional cloud can describe complex fuzzy concept, a multiple attribute evaluation method based on multidimensional cloud model was proposed. The concept of "attribute conceptualizing" was introduced and each attribute was described using on}dimension cloud. Then, the multidimensional judging clouds of comments and the multidimensional attribute cloud of system were established. The evaluation result was achieved by comparing the similarity degree between the two kinds of cloud models. The experimental results show that this method can realize multiclassification and ranking and reflect the influence of each attribute on the synthetical evaluation result clearly.

Key words: Multidimensional cloud model, Normal cloud model, Multiple attribute evaluation

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