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模糊模式识别的基础——相似度量 被引量:50

BASIS OF FUZZY PATTERN RECOGNITION-SIMILARITY MEASURES
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摘要 讨论模糊模式识别中模糊集之间的相似度量.针对模糊集的推广形式——Vague集,给出Vague集之间一系列新的相似度量方法,并对其性质进行讨论.通过与现有方法的比较,阐明该方法有较强的分辨能力.对连续论域的情况一并作了讨论,给出相应度量的积分表示.最后,用例子说明Vague集之间的相似度量在模式识别中的应用. The problem of similarity measure between fuzzy sets in pattern recognition is discussed. A set of newmethods for measuring the degree of similarity between vague sets as a generation of Zadeh's fuzzy sets is proposedand their properties are discussed. These new methods are illustrated by comparison with the present measure methodsthat they have stronger discrimination. Furthermore, a set of corresponding methods for measuring the degree ofsimilarity between vague sets in a continuous universe is given. Finally, the similarity measures between vaguesets are applied to pattern recognition.
作者 刘华文
出处 《模式识别与人工智能》 EI CSCD 北大核心 2004年第2期141-145,共5页 Pattern Recognition and Artificial Intelligence
基金 山东省自然科学基金(No.Y2001G07)
关键词 模糊集 VAGUE集 直觉模糊集 相似度量 模式识别 Fuzzy Sets Vague Sets Intuitionistic Fuzzy Sets Similarity Measures Pattern Recognition
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参考文献10

  • 1Zadeh L A. Fuzzy Sets. Information and Control, 1965, 8: 338-356.
  • 2Gau W L, Buehrer D J. Vague Sets. IEEE Trans on Systems,Man, and Cybernetics, 1993, 23(2): 610-614.
  • 3Atanassov K. Intuitionistic Fuzzy Sets. Fuzzy Sets and Systems,1986, 20(1): 87-96.
  • 4Bustine H, Burillo P. Vague Sets Are Intuitionistic Fuzzy Sets.Fuzzy Sets and Systems, 1996, 79(3): 403-405.
  • 5Chela S M. Measures of Similarity between Vague Sets. Fuzzy Setsand Systems, 1995, 74(2): 217-223.
  • 6Chen'S M. Similarity Measure between Vague Sets and between Elements. IEEE Trans on Systenas, Man, and Cybernetics, 1997, 27(1): 153-158.
  • 7Hong D H, Kim C. A Note on Similarity Measures between Vague Sets and between Elements. Information Sciences, 1999, 115:83- 96.
  • 8李凡,徐章艳.Vague集之间的相似度量[J].软件学报,2001,12(6):922-927. 被引量:191
  • 9李艳红,迟忠先,阎德勤.Vague相似度量与Vague熵[J].计算机科学,2002,29(12):129-132. 被引量:64
  • 10Hong D H, Choi C H. Multi-Criteria Fuzzy Decision-Making Problems Based on Vague Set Theory. Fuzzy Sets and Systems,2000, 114(1): 103-113.

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