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Multicriteria Synthesis of Neural Network Architecture
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Author(s): Albert Voronin (National Aviation University of Ukraine, Ukraine)
Copyright: 2019
Pages: 16
Source title:
Techno-Social Systems for Modern Economical and Governmental Infrastructures
Source Author(s)/Editor(s): Alexander Troussov (The Russian Presidential Academy of National Economy and Public Administration, Russia)and Sergey Maruev (The Russian Presidential Academy of National Economy and Public Administration, Russia)
DOI: 10.4018/978-1-5225-5586-5.ch004
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Abstract
Statement of a problem and procedure of vector optimization of the neural-network classifier architecture is considered. As a criterion function, the scalar convolution of criteria under the nonlinear scheme of compromises is offered. Search methods of optimization with discrete arguments are used. The example, neural-network classifier of texts, is given.
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