A method for constructing an optimal estimate calculation algorithm

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 ana...

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Vydáno v:Computational mathematics and mathematical physics Ročník 46; číslo 4; s. 719 - 725
Hlavní autor: Dokukin, A. A.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Moscow Springer Nature B.V 01.04.2006
Témata:
Algorithms
Construction
Estimates
Mathematical analysis
Mathematical models
Optimization
Studies
Two dimensional
Upper bounds
ISSN:0965-5425, 1555-6662
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Shrnutí: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.[PUBLICATION ABSTRACT]
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ISSN:0965-5425
1555-6662
DOI:10.1134/S0965542506040154