Some properties of T-independent fuzzy variables

Shuming Wang*, Junzo Watada

*この研究の対応する著者

    研究成果: Article査読

    7 被引用数 (Scopus)

    抄録

    T-independence of fuzzy variables is a more general concept than the classical independence. The objective of this study is to deal with some new properties of T-independent fuzzy variables. First of all, for any general t-norm, some criteria of T-independence are discussed for fuzzy variables under possibility, necessity and credibility measures. Subsequently, on the basis of left continuous t-norms, some formulas are derived on the "max" and "min" operations of the T-independent fuzzy variables in possibility distribution and in expectation. Finally, making use of continuous Archimedean t-norms, several convergence properties are discussed for T-independent fuzzy variables in credibility and in expectation, respectively, and some laws of large numbers are proved as well.

    本文言語English
    ページ(範囲)970-984
    ページ数15
    ジャーナルMathematical and Computer Modelling
    53
    5-6
    DOI
    出版ステータスPublished - 2011 3

    ASJC Scopus subject areas

    • コンピュータ サイエンスの応用
    • モデリングとシミュレーション

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