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JOURNALS // Diskretnyi Analiz i Issledovanie Operatsii // Archive

Diskretn. Anal. Issled. Oper., 2012 Volume 19, Issue 5, Pages 35–46 (Mi da703)

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.

UDC: 519.7

Received: 23.10.2011
Revised: 23.03.2012



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