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Connectedness of Graph and Matroid by Covering-Based Rough Sets

  • Hui LiEmail author
  • William Zhu
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9437)

Abstract

Covering-based rough sets provide an efficient theory to process information in data mining. Matroid theory is a generalization of both linear algebra and graph theory, and has a variety of applications in many fields, such as covering-based rough sets. In this paper, we study the connectedness of graphs and matroids through covering-based rough sets. First, we present an approach to induce a covering by a graph. Then we use the covering upper approximation operator and the rank of matrix representation of the covering to study the connectedness of the graph. Moreover, we give the expression of the number of the connected components of a graph. Second, we establish a matroid based on the covering induced by a graph and study the connectedness of this matroid.

Keywords

Covering-based rough set Matroid Graph Connectedness Granular computing 

Notes

Acknowledgments

This work is in part supported by The National Nature Science Foundation of China under Grant Nos. 61170128, 61379049 and 61379089, the Key Project of Education Department of Fujian Province under Grant No. JA13192, and the Science and Technology Key Project of Fujian Province, China Grant No. 2012H0043.

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© Springer International Publishing Switzerland 2015

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Authors and Affiliations

  1. 1.Lab of Granular ComputingMinnan Normal UniversityZhangzhouChina

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