№4 (23), 2012. INFORMATICS AND MODELING

Kabak I S, Suhanova N V, Gadelev A M

The method of application of artificial neural networks for solving the problems of diagnosis of the cutting process

New method using artificial neural networks for solving the problems of diagnostics of the cutting process is proposed. It is proposed to use artificial neural network with a special commutator domain architecture, which allows you to break the artificial neural network into separate interconnected parts. Fragmented artificial neural network is highly scalable and allows for more effective use of genetic algorithms for learning.

Keywords: artificial neural networks, genetic algorithms, diagnostics, cutting process.

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