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23rd EUROMICRO Conference '97 New Frontiers of Information Technology
Over Multiple Rule-blocks to Modular Nets
Budapest, HUNGARY
September 01-September 04
ISBN: 0-8186-8129-2
L. Spaanenburg, Groningen University
W.J. Jansen, Groningen University
J.A.G. Nijhuis, Groningen University
Real production data are vague and irreproducible. This suggests fuzzy knowledge acquisition for an on-line learned, combined fuzzy/neural network. This paper advocates a modular neural-only network based on the injection of knowledge from a multiple rule-block fuzzy specification. A typical controller takes 10 - 25 blocks with 10 rules on average, which after injection in a neural net can be personalized and adapted by small (typical 100) measurement sets.
Citation:
L. Spaanenburg, W.J. Jansen, J.A.G. Nijhuis, "Over Multiple Rule-blocks to Modular Nets," euromicro, pp.698, 23rd EUROMICRO Conference '97 New Frontiers of Information Technology, 1997
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