Intelligent systems in production processes management
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- Published on Monday, 26 November 2012 15:27
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Authors:
T.V. Babenko, Doctor of Technical Sciences, Professor of the Computer Programs Department of the State Higher Educational Institution “National Mining University”, Dnipropetrovsk, Ukraine
L.I. Meshcheriakov, Doctor of Technical Sciences, Professor of the Computer Programs Department of the State Higher Educational Institution “National Mining University”, Dnipropetrovsk, Ukraine
D.S. Tymofieiev, Senior Instructor of the Department of Electronics and Information Technologies of the State Higher Educational Institution “National Mining University”, Dnipropetrovsk, Ukraine
The results of the research on the design and implementation of one of components of Intelligent Information System for decision support in manufacturing processes control were described in the article. The use of Hamming neural network as intellectual element of the Intelligent System component in particular as knowledge base about the subject area and mechanism of conclusions was suggested.
Bibliography:
1. Kusiak A. Artificial Intelligence and CIM Systems / Kusiak A. // Artificial Intelligence Applications for CIM/ Ed. by A.Kusiak. – Bedford: IFS Publications, 1988. – P.1–30.
2. Lipman R. An introdaction to computing with neural nets / Lipman R. // IEEE Acoustic,Speech and Signal Processing Magazine, 1987, no 2, L. 4–22.
3. Floreen P. The convergence of Hamming memory networks / Floreen P. // IEEE Trans. – neural Networks, 1991. – Vol.2 P. 449–457.
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