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基于模糊集μ_X^R的α-截集和强β-截集的粗近似

Rough approximations based on α-cut and strong β-cut of fuzzy set μ_X^R
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摘要 研究了基于模糊集μXR的α-截集和强β-截集的粗近似问题,提出了(α,β)-粗糙集模型,讨论了粗糙近似算子的一些重要性质,给出了粗糙度和近似精度的定义和性质,证明了该模型比Pawlak粗糙集模型具有更好的精度. The rough approximations of the α-cut and the strong β-cut based on fuzzy set μX^R are studied. (α,β)-rough set model is proposed. Some important properties of the rough approximation operators are discussed. The notions and properties of approximation accuracy and roughness are given. At last, it is proved that this model has higher precision than Pawlak rough set model.
出处 《山东大学学报(理学版)》 CAS CSCD 北大核心 2006年第1期52-56,共5页 Journal of Shandong University(Natural Science)
基金 基金项目:国家自然科学基金资助项目(70271048) 福建省自然科学基金资助项目(A0410026)
关键词 粗糙集 粗隶属函数 模糊集 α-截集 强β- β)-粗糙集模型 rough set rough membership function fuzzy set α-cut strong β-cut (α,β)-rough set model
  • 相关文献

参考文献7

  • 1Z Pawlak. Rough sets[ J]. Intemational Journal of Information and Computer Sciences, 1982,11 (5):341 - 356.
  • 2Z Pawlak, A Skowron. Rough membership functions[C]. In: R R Yager, M Fedrizzi, J Kacprzyk. Advances in the Dempster-Shafer Theory of Evidence. New York: John Wiley and Sons, 1994. 251 - 271.
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  • 6李秀红.粗糙集的贴近度[J].山东大学学报(理学版),2005,40(2):8-12. 被引量:5
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二级参考文献6

  • 1Z Pawlak. Rough sets[J]. International Journal of Information and Computer Sciences , 1982,(11) : 341-356.
  • 2Z Pawlak, A Skowron. Rough membership functions: a tool for reasoning with uncertainty[A]. C Rauszer (ed.). Algebraic Methods in Logic and Computer Science, Banach Center Publications 28[C]. Warsaw: Polish Academy of Sciences, 1993, 135-150.
  • 3Kankana Chakrabarty, Ranjit Biswas, Sudarsan Nanda. Fuzziness in rough sets[J]. Fuzzy Sets and Systems, 2000,(110): 247-251.
  • 4He Yaqun, Hu Shousong, Wei Chonghui. New method for measuring fuzziness in rough sets[J]. Transactions of Nanjing University of Aeronatics & Astronautics, 2004,(21): 31-35.
  • 5刘清 推理.Rough集及Rough[M].北京:科学出版社,2001.11-19.
  • 6曾文艺,李洪兴.模糊度与贴近度的关系研究[J].系统工程理论与实践,1999,19(6):76-79. 被引量:16

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