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JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2006 Volume 46, Number 4, Pages 755–762 (Mi zvmmf492)

This article is cited in 3 papers

A method for constructing an optimal estimate calculation algorithm

A. A. Dokukin

Dorodnicyn Computing Center, Russian Academy of Sciences, ul. Vavilova 40, Moscow, 119991, Russia

Abstract: The problem of searching for an optimal procedure for constructing the best (in a certain sense) algorithm in the family of estimate calculation algorithms is considered. Such a procedure is designed, and upper bounds for its complexity are derived. The case of a two-dimensional feature space is analyzed in detail.

Key words: pattern recognition, estimate calculation algorithms, algebraic approach.

UDC: 519.7

Received: 02.08.2004
Revised: 12.10.2005


 English version:
Computational Mathematics and Mathematical Physics, 2006, 46:4, 719–725

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