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Matematicheskoe modelirovanie, 1991, Volume 3, Number 3, Pages 55–61
(Mi mm2202)
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Mathematical models of phenomena and processes
Evolutionary model of pattern recognition
A. S. Mikhailov, V. M. Tereshko M. V. Lomonosov Moscow State University
Abstract:
The evolutionary model of pattern recognition, based on competition of modes is analyzed. The problem to remove a indeflniteness in choosing the prototype in case when selected modes have equal growth speedes is solved. We have proved the gradient covergence of the system to a fixed point, corresponding to selection of the most similar prototype to the analysed pattern.
Received: 14.09.1990
Citation:
A. S. Mikhailov, V. M. Tereshko, “Evolutionary model of pattern recognition”, Matem. Mod., 3:3 (1991), 55–61
Linking options:
https://www.mathnet.ru/eng/mm2202 https://www.mathnet.ru/eng/mm/v3/i3/p55
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