Title :
Coarsening of fuzzy partitions
Author :
Slavka Bodjanova;Martin Kalina
Author_Institution :
Texas A&
Abstract :
A vague partition U of a finite universal set X into c clusters, where each cluster is described by a fuzzy set on X, is considered. The concept of p-level sets [3] of fuzzy sets is extended to p-level matrices of fuzzy partitions. A method of gradual coarsening of U based on a sequence of p-level matrices derived from the membership grades of clusters of U is suggested. Modifications of p-level matrices to extended p-level matrices and to strict p-level matrices are proposed.
Keywords :
"Fuzzy sets","Marine vehicles","Intelligent systems","Informatics","Probabilistic logic","Phase change materials"
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2015 IEEE 13th International Symposium on
DOI :
10.1109/SISY.2015.7325365