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基于算数平均值的直觉模糊集合的相似度

邵丽鹏 潘小东

云南民族大学学报(自然科学版)2017,Vol.26Issue(5):381-387,7.
云南民族大学学报(自然科学版)2017,Vol.26Issue(5):381-387,7.DOI:10.3969/j.issn.1672-8513.2017.05.010

基于算数平均值的直觉模糊集合的相似度

Similarity measure of intuitionistic fuzzy sets based on the arithmetic mean

邵丽鹏 1潘小东1

作者信息

  • 1. 西南交通大学数学学院,四川成都611756
  • 折叠

摘要

Abstract

Based on the geometric point of view,the intuitionistic fuzzy number is transformed into an isosceles right triangle according to the degree of hesitation.The similarity degree between two intuitionistic fuzzy numbers is defined as the average of the corresponding distance of the corresponding isosceles right triangle.On this basis,the similarity degree of two intuitionistic fuzzy sets is introduced,which proves that they all satisfy the similarity axiom.This study uses some examples to show that the proposed similarity measure between AIFSs can overcome the defects of the existing similarity measures.Finally,it applies the proposed similarity measure between AIFSs to deal with pattern recognition problems.

关键词

直觉模糊集/相似度/平均值/模式识别

Key words

intuitionistic fuzzy sets/similarity measure/mean value/pattern recognition

分类

数理科学

引用本文复制引用

邵丽鹏,潘小东..基于算数平均值的直觉模糊集合的相似度[J].云南民族大学学报(自然科学版),2017,26(5):381-387,7.

基金项目

国家自然科学基金(61175044). (61175044)

云南民族大学学报(自然科学版)

OACSSCICSTPCD

1672-8513

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