JOURNAL ARTICLE

Fuzzy hypergraph and fuzzy partition

Hyung Lee-KwangKeon Myung Lee

Year: 1995 Journal:   IEEE Transactions on Systems Man and Cybernetics Vol: 25 (1)Pages: 196-201   Publisher: Institute of Electrical and Electronics Engineers

Abstract

In this paper, the concept of hypergraph is extended to the fuzzy hypergraph. In the fuzzy hypergraph, the concepts of /spl alpha/-cut hypergraph, strength of edge and dual fuzzy hypergraph are developed. It is shown that the fuzzy hypergraph and /spl alpha/-cut hypergraph are useful to represent a fuzzy partition. An application example also shows that the strength of edge can be used to decompose the data set in a clustering problem.< >

Keywords:
Hypergraph Fuzzy logic Mathematics Partition (number theory) Fuzzy set Data mining Discrete mathematics Combinatorics Computer science Artificial intelligence

Metrics

75
Cited By
2.02
FWCI (Field Weighted Citation Impact)
14
Refs
0.86
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Rough Sets and Fuzzy Logic
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Evaluation Methods in Various Fields
Physical Sciences →  Environmental Science →  Ecological Modeling
Advanced Decision-Making Techniques
Physical Sciences →  Computer Science →  Information Systems

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