Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Kolman, Eyal (Autor), Margaliot, Michael (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Fuzziness and Soft Computing, 234
Temas:
Artificial intelligence.
Engineering mathematics.
Engineering-Data processing.
Artificial Intelligence.
Mathematical and Computational Engineering Applications.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The FARB
  • The FARB-ANN Equivalence
  • Rule Simplification
  • Knowledge Extraction Using the FARB
  • Knowledge-Based Design of ANNs
  • Conclusions and Future Research.

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