Multi-granulation rough set model in intuitionistic fuzzy-valued information system

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Abstract

In order to extend the theory of multi-granulation rough set (MGRS) to intuitionistic fuzzy-valued information system(IFIS),two different multi-granulation intuitionistic fuzzy-valued rough set models: optimistic multi-granulation intuitionistic fuzzy-valued rough set and pessimistic multi-granulation intuitionistic fuzzy-valued rough set based on multiple dominance relation are constructed in this paper. Not only the upper and the lower approximations are defined but also the properties of these two multi-granulation intuitionistic fuzzy-valued rough set models are discussed. Moreover, the differences and relationships between traditional intuitionistic fuzzy-valued rough set and the MGRS in IFIS are discussed.

Original languageEnglish
Title of host publicationProceedings - International Conference on Machine Learning and Cybernetics
PublisherIEEE Computer Society
Pages199-204
Number of pages6
ISBN (Electronic)9781479902576
DOIs
StatePublished - 2013
Externally publishedYes
Event12th International Conference on Machine Learning and Cybernetics, ICMLC 2013 - Tianjin, China
Duration: 14 Jul 201317 Jul 2013

Publication series

NameProceedings - International Conference on Machine Learning and Cybernetics
Volume1
ISSN (Print)2160-133X
ISSN (Electronic)2160-1348

Conference

Conference12th International Conference on Machine Learning and Cybernetics, ICMLC 2013
Country/TerritoryChina
CityTianjin
Period14/07/1317/07/13

Keywords

  • Approximations
  • Dominance relation
  • Intuitionistic fuzzy-valued information system
  • Multigranulation
  • Rough set

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