Non-smooth regularization in radial artificial neural networks : доклад, тезисы доклада

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: IX International Multidisciplinary Scientific and Research Conference "Modern Issues in Science and Technology" Workshop "Advanced Technologies in Aerospace, Mechanical and Automation Engineering"; Krasnoyarsk; Krasnoyarsk

Год издания: 2018

Идентификатор DOI: 10.1088/1757-899X/450/4/042010

Аннотация: We propose a new approach to the approximation of an arbitrary function by the sum of radial basis functions using non-smooth regularization method combined with a new algorithm in determining the initial approximation which ensures an acceptable quality of approximation uniformly over the data area.

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Издание

Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 450, Issue 2

Номера страниц: 042010

Издатель: IOP science

Персоны

  • Krutikov V.N. (Kemerovo State University)
  • Kazakovtsev L.A. (Reshetnev Siberian State University of Science and Technology)
  • Kazakovtsev V.L. (Saint Petersburg National Research University of Information Technologies,?Mechanics and Optics)

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