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Diskretnyi Analiz i Issledovanie Operatsii, 2012, Volume 19, Issue 5, Pages 35–46
(Mi da703)
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On an upper bound for the cardinality of a minimal teaching set of a threshold function
N. Yu. Zolotykh, A. Yu. Chirkov Nizhniy Novgorod State University, Nizhniy Novgorod, Russia
Abstract:
A new necessary and sufficient condition for belonging a point to a minimal teaching set of a threshold function of $k$-valued logic is proposed. This allows to extract a large subclass of threshold functions for which the cardinality of the minimal teaching set is bounded from above by a polynomial in $\log_k$ of degree $n-2$ when the number $n$ of variables is fixed. Ill. 1, bibliogr. 17.
Keywords:
threshold function, teaching set, separation property.
Received: 23.10.2011 Revised: 23.03.2012
Citation:
N. Yu. Zolotykh, A. Yu. Chirkov, “On an upper bound for the cardinality of a minimal teaching set of a threshold function”, Diskretn. Anal. Issled. Oper., 19:5 (2012), 35–46
Linking options:
https://www.mathnet.ru/eng/da703 https://www.mathnet.ru/eng/da/v19/i5/p35
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Abstract page: | 351 | Full-text PDF : | 116 | References: | 42 | First page: | 6 |
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