Foundations of computational intelligence. Volume 2, Approximate reasoning

Human reasoning usually is very approximate and involves various types of uncertainties. Approximate reasoning is the computational modelling of any part of the process used by humans to reason about natural phenomena or to solve real world problems. The scope of this book includes fuzzy sets, Demps...

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Bibliografiske detaljer
Andre forfattere: Kacprzyk, Janusz, 1947- (Directeur de la publication), Abraham, Ajith, 1968- (Directeur de la publication), Herrera, Francisco (Directeur de la publication), Hassanien, Aboul Ella, 1964- (Directeur de la publication)
Format: Livre numérique
Sprog:Anglais
Udgivet: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Udgivelse:1st ed. 2009.
Serier:Studies in Computational Intelligence 202
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Kommentar: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Foundations of Computational Intelligence Volume 2, Texte imprimé, 9783642015328
• Foundations of Computational Intelligence Volume 2, Texte imprimé, 9783642015342
• Foundations of Computational Intelligence Volume 2, Texte imprimé, 9783642015328
• Foundations of Computational Intelligence Volume 2, Texte imprimé, 9783642101830
Beskrivelse
Summary:Human reasoning usually is very approximate and involves various types of uncertainties. Approximate reasoning is the computational modelling of any part of the process used by humans to reason about natural phenomena or to solve real world problems. The scope of this book includes fuzzy sets, Dempster-Shafer theory, multi-valued logic, probability, random sets, and rough set, near set and hybrid intelligent systems. Besides research articles and expository papers on theory and algorithms of approximation reasoning, papers on numerical experiments and real world applications were also encouraged. This Volume comprises of 12 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Intelligence techniques for approximation reasoning. The Volume is divided into 2 parts: Part-I: Approximate Reasoning Theoretical Foundations and Part-II: Approximate Reasoning Success Stories and Real World Applications
Emne beskrivelse:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783642015335
ISSN:1860-9503
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