Journal
PATTERN RECOGNITION LETTERS
Volume 25, Issue 14, Pages 1603-1611Publisher
ELSEVIER
DOI: 10.1016/j.patrec.2004.06.006
Keywords
intuitionistic fuzzy sets; Hausdorff distance; similarity measures; pattern recognition
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This paper presents a new method for similarity measures between intuitionistic fuzzy sets (IFSs). We will present a method to calculate the distance between IFSs on the basis of the Hausdorff distance. We will then use this distance to generate a new similarity measure to calculate the degree of similarity between IFSs. Finally we will prove some properties of the proposed similarity measure and use several examples to compare the proposed similarity measure with existing methods. Numerical results show that the proposed similarity measure is much simpler than existing methods and is well suited to use with linguistic variables. (C) 2004 Elsevier B.V. All rights reserved.
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