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Decomposition of realizable fuzzy relations

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Abstract

This paper deals with the decomposition problem of realizable fuzzy relations. First, given a realizable fuzzy relation\(A\), a method to construct a fuzzy relation\(B\) such that\(A=B\odot B^T\) (where\(\odot \) is the max–min composition,\(B^T\) denotes the transpose of\(B\)) is proposed. Then it is proved that the content of a realizable fuzzy relation is equal to the chromatic number of a simple graph generated by the realizable fuzzy relation. Therefore, many existing algorithms (including exact and heuristic algorithms) developed to find the chromatic number or to get an upper bound on chromatic number of a graph can be applied to solve the calculating problem of the content of a realizable fuzzy relation.

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Acknowledgments

The authors would like to express their gratitude to the referees and editors for their valuable suggestions.

Author information

Authors and Affiliations

  1. State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum University, Chengdu, 610500, Sichuan, People’s Republic of China

    Yan Yang & Qing-you Liu

  2. College of Sciences, Southwest Petroleum University, Chengdu, 610500, Sichuan, People’s Republic of China

    Yan Yang

  3. College of Mathematics and Software Science, Sichuan Normal University, Chengdu, 610066, Sichuan, People’s Republic of China

    Xue-ping Wang

Authors
  1. Yan Yang

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  2. Qing-you Liu

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  3. Xue-ping Wang

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Corresponding author

Correspondence toYan Yang.

Additional information

This article was supported by Scientific Research Fund of Sichuan Provincial Education Department (No. 12ZA199) and Science Foundation of Southwest Petroleum University of China (No. 2012XJZ031).

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