Artificial intelligence

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ISSN 2710-1673

ONLINE: ISSN 2710-1681

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Application Features of Discretization in the Problem of Global Minimum Search

Mal’sagov M.1, Kryzhanovsky M.1
1 Center for Optical and Neural Technologies NIISI RAS

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UDC: 004.8:004.9
Publication Language: Russian
Stuc. intelekt. 2011; 16(3):497-505

Abstract: The problem of neural network minimization of quadratic functional in binary space is considered in this paper. To solve problem, modified minimization algorithm is proposed and researched. This algorithm is based on discretization procedure. It is shown that its applying decrease amount of calculation.

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References:

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  3. Kryzhanovsky B.V. Lecture Notes in Electrical Engineering. V. 24. 2009. P. 51-61.
  4. Kryzhanovskij B.V., DAN. T. 438. № 3. 2011. S. 312-317.
  5. Kryzhanovsky M.V. Optical Memory & Neural Networks. V. 18. № 3. 2009. P. 181-187.

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