A Novel Z-Network Model Based on Bayesian Network and Z-Number

Z -number is an effective model to describe uncertainty in the real world. Under the condition that uncertainty reasoning is an important issue to process information, how to achieve Z -valuation uncertainty reasoning is a problem. As a Z -number involves both fuzzy and probabilistic uncertainty, ma...

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Veröffentlicht in:	IEEE transactions on fuzzy systems 2020-08, Vol.28 (8), p.1585-1599
Hauptverfasser:	Jiang, Wen, Cao, Ying, Deng, Xinyang
Format:	Artikel
Sprache:	eng
Schlagworte:	<named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> Z</tex-math> </inline-formula> </named-content>-network <named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> Z</tex-math> </inline-formula> </named-content>-network reasoning <named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> Z</tex-math> </inline-formula> </named-content>-number <named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> Z</tex-math> </inline-formula> </named-content>-valuation uncertainty reasoning Algorithms Bayes methods Bayesian analysis Bayesian network (BN) Cognition dependence assessment Entropy Fuzzy logic Fuzzy sets Maximum entropy Network reliability Optimization Probabilistic logic Probability distribution Reasoning Reliability analysis Uncertainty
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