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Self-organizing neural network-based clustering and organization of production cells

✍ Scribed by Primož Potočnik, Tomaž Berlec, Marko Starbek…


Book ID
120913749
Publisher
Springer-Verlag
Year
2012
Tongue
English
Weight
775 KB
Volume
22
Category
Article
ISSN
0941-0643

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A neural-network-based fuzzy system (NNFS) is proposed in this paper. It is a self-organizing neural-network which can partition the input spaces in a flexible way, based on the distribution of the training data in order to reduce the number of rules without any loss of modeling accuracy. Associated