Knowledge-Based Neurocomputing: A Fuzzy Logic Approach: 234 - Rilegato

Kolman, Eyal; Margaliot, Michael

Rilegato

ISBN 10: 3540880763 ISBN 13: 9783540880769

Casa editrice: Springer Verlag, 2009

Riassunto

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 network. Conversely, every standard artificial neural network has an equivalent FARB.

The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks.

Su questo libro

Dalla quarta di copertina

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 network. Conversely, every standard artificial neural network has an equivalent FARB.

The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks.

Dettagli dell'edizione

• Editore: Springer Verlag
• Data di pubblicazione: 2009
• Lingua: Inglese
• ISBN 10: 3540880763
• ISBN 13: 9783540880769
• Rilegatura: Copertina rigida
• Numero di pagine: 100
• Contatto del produttore: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Germania