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多粒度粗糙集模型的一致模语义分析
  • ISSN号:0469-5097
  • 期刊名称:《南京大学学报:自然科学版》
  • 时间:0
  • 分类:TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程]
  • 作者机构:[1]西北大学数学学院,西安710127, [2]西安石油大学理学院,西安710065
  • 相关基金:国家自然科学基金(61772021,11371014,61472471);陕西省创新人才推进计划-青年科技新星项目(2017KJXX-60)
中文摘要:

一致模是单位元取自[0,1]中任意数值的新型聚合算子,是常见三角模与三角余模的自然推广.从一致模的角度出发对已有的多粒度粗糙集模型进行了细致分析,进一步,通过将边界域中对象的粗糙隶属度进一步细化,将对象在每个Pawlak空间中的粗糙隶属度进行聚合,给出了对象在多粒度空间中粗糙隶属度的全新定义,并对其语义表示特点进行了分析.

英文摘要:

An uninorm is a new type of aggregation operator whose identity element lies anywhere in[0,1].It is the natural generalization of both t-norms and t-conorms.This paper seeks to investigate the existing multigranulation rough set models from the viewpoint of uninorms.Precisely,we prpose a new type of approach to information fusion in multigranulation space.To this end,we firstly review some basic notions about uninorms and rough set models in multigranulation spaces.Then we give a new definition of rough membership degree in multigranulation space with two equivalence relations imposed upon the universe.Based on the membership degree,we also classify the universe into three disjoint regions according to the essential idea of three-way decision.We also examine the properties of rough membership degree in detail.The obtained results show that if the rough membership degree in each Pawlak space is larger than or equal to the identity element of the concerted uninorm,then its rough membership degree in multigranulation space is larger than or equal to those in each Pawlak space,this is a type of optimistic information fusion.Contrarily,if the rough membership degree in each Pawlak space is less than or equal to the identity element of a uninorm,then the combined rough membership degree in multigranulation space is less than or equal to those in each Pawlak space,this is a type of pessimistic information fusion.Since both t-norms and t-conorms are treated as special cases of uninorms,we analyze the feature of information fusion by using these two types of uninorms.We also give the representation of the existing multigranulation rough set models by using uninorms.The obtained results showthat the optimistic multigranulation rough set model can be expressed in terms of uninorms,on the contrast,the pessmistic multigranulation rough set model cannot be expressed by using uninorms.Noting that in the expression of optimistic multigranulation rough set models,the elements of boundary region are treated equally,concretely,the

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期刊信息
  • 《南京大学学报:自然科学版》
  • 中国科技核心期刊
  • 主管单位:中华人民共和国教育部
  • 主办单位:南京大学
  • 主编:龚昌德
  • 地址:南京汉口路22号南京大学(自然科学版)编辑部
  • 邮编:210093
  • 邮箱:xbnse@netra.nju.edu.cn
  • 电话:025-83592704
  • 国际标准刊号:ISSN:0469-5097
  • 国内统一刊号:ISSN:32-1169/N
  • 邮发代号:28-25
  • 获奖情况:
  • 中国自然科学核心期刊,中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),美国数学评论(网络版),德国数学文摘,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:9316