A novel similarity/dissimilarity measure for intuitionistic fuzzy sets and its application in pattern recognition

作者：

Highlights：

• New similarity/dissimilarity measure for intuitionistic fuzzy sets.

• The measure discriminates similarity and dissimilarity between two intuitionistic fuzzy sets.

• We construct a new similarity/dissimilarity measure based on knowledge measure.

• The knowledge-based similarity/dissimilarity measure overcomes the existing measures.

• Reliable measure for intuitionistic fuzzy information in pattern recognition.

摘要

•New similarity/dissimilarity measure for intuitionistic fuzzy sets.•The measure discriminates similarity and dissimilarity between two intuitionistic fuzzy sets.•We construct a new similarity/dissimilarity measure based on knowledge measure.•The knowledge-based similarity/dissimilarity measure overcomes the existing measures.•Reliable measure for intuitionistic fuzzy information in pattern recognition.

论文关键词：Intuitionistic fuzzy sets,Similarity measure,Dissimilarity,Knowledge,Fuzziness

论文评审过程：Received 27 July 2015, Revised 24 September 2015, Accepted 26 September 2015, Available online 9 October 2015, Version of Record 19 October 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.09.045