Dynamic optimal learning rates of a certain class of fuzzy neural networks and its applications with genetic algorithm
The stability analysis of the learning rate for a two-layer neural network (NN) is discussed first by minimizing the total squared error between the actual and desired outputs for a set of training vectors. The stable and optimal learning rate, in the sense of maximum error reduction, for each itera...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society. - 1996. - 31(2001), 3 vom: 15., Seite 467-75
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| 1. Verfasser: |
Wang, C H
(VerfasserIn) |
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| Weitere Verfasser: |
Liu, H L,
Lin, C T |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2001
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society
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| Schlagworte: | Journal Article |
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