On the position of intuitionistic fuzzy set theory in the framework of theories modelling imprecision (Q881854)

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scientific article; zbMATH DE number 5154759
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English
On the position of intuitionistic fuzzy set theory in the framework of theories modelling imprecision
scientific article; zbMATH DE number 5154759

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    On the position of intuitionistic fuzzy set theory in the framework of theories modelling imprecision (English)
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    18 May 2007
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    The paper offers a concise and focused view at intuitionistic fuzzy sets cast in the framework of various formalisms used to model uncertainty. In a nutshell, intuitionistic sets are useful in capturing concepts where a degree of membership of a certain point, \(A(x)\), taken along with a degree of non-membership, \(A^\sim(x)\), satisfy the relationship \(A(x)+A^\sim(x)\leq 1\). This concept is compared vis-à-vis some other commonly encountered models of uncertainty, in particular interval-valued fuzzy sets, \(L\)-fuzzy sets, soft sets and a number of interesting linkages between them and intuitionistic fuzzy sets are revealed. The study offers an interesting diagram summarizing the main dependencies between all these constructions.
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    interval-valued fuzzy set
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    intuitionistic fuzzy set
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    \(L\)-fuzzy set
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    probabilistic set
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    soft set
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    taxonomy
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    vagueness
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    comparative analysis
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    models of uncertainty
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