东南大学学报(英文版)
東南大學學報(英文版)
동남대학학보(영문판)
JOURNAL OF SOUTHEAST UNIVERSITY
2007年
1期
139-143
,共5页
区间直觉模糊集%相似性%模式识别
區間直覺模糊集%相似性%模式識彆
구간직각모호집%상사성%모식식별
interval-valued intuitionistic fuzzy set%similarity%pattern recognition
定义了区间直觉模糊集相似度的概念,并且基于Hamming距离、标准化的Hamming距离、加权的Hamming Euclidean距离、Euclidean距离、标准化的Euclidean距离、加权的Euclidean距离等,定义了一些区间直觉模糊集距离测度.然后,通过把Hamming距离和Euclidean距离以及它们的加权形式与Hausdorff度量相结合,给出了2种组合的区间直觉模糊集距离测度,即基于Hausdorff 度量的加权Hamming距离和基于Hausdorff 度量的加权Euclidean距离,并且研究了它们的性质.最后,基于上述距离测度,给出了区间直觉模糊集相似性测度,并且把它们应用于模式识别领域.
定義瞭區間直覺模糊集相似度的概唸,併且基于Hamming距離、標準化的Hamming距離、加權的Hamming Euclidean距離、Euclidean距離、標準化的Euclidean距離、加權的Euclidean距離等,定義瞭一些區間直覺模糊集距離測度.然後,通過把Hamming距離和Euclidean距離以及它們的加權形式與Hausdorff度量相結閤,給齣瞭2種組閤的區間直覺模糊集距離測度,即基于Hausdorff 度量的加權Hamming距離和基于Hausdorff 度量的加權Euclidean距離,併且研究瞭它們的性質.最後,基于上述距離測度,給齣瞭區間直覺模糊集相似性測度,併且把它們應用于模式識彆領域.
정의료구간직각모호집상사도적개념,병차기우Hamming거리、표준화적Hamming거리、가권적Hamming Euclidean거리、Euclidean거리、표준화적Euclidean거리、가권적Euclidean거리등,정의료일사구간직각모호집거리측도.연후,통과파Hamming거리화Euclidean거리이급타문적가권형식여Hausdorff도량상결합,급출료2충조합적구간직각모호집거리측도,즉기우Hausdorff 도량적가권Hamming거리화기우Hausdorff 도량적가권Euclidean거리,병차연구료타문적성질.최후,기우상술거리측도,급출료구간직각모호집상사성측도,병차파타문응용우모식식별영역.
The concept of the degree of similarity between interval-valued intuitionistic fuzzy sets (IVIFSs) is introduced,and some distance measures between IVIFSs are defined based on the Hamming distance,the normalized Hamming distance,the weighted Hamming distance,the Euclidean distance,the normalized Euclidean distance,and the weighted Euclidean distance,etc.Then,by combining the Hausdorff metric with the Hamming distance,the Euclidean distance and their weighted versions,two other similarity measures between IVIFSs,i.e.,the weighted Hamming distance based on the Hausdorff metric and the weighted Euclidean distance based on the Hausdorff metric,are defined,and then some of their properties are studied.Finally, based on these distance measures,some similarity measures between IVIFSs are defined,and the similarity measures are applied to pattern recognitions with interval-valued intuitionistic fuzzy information.