Neural network prediction and fractal analysis of chaotic processes in discrete nonlinear systems
type: Item
instance of: scholarly article
zbMATH Open document ID: 1249.37049
DOI: 10.1134/S1028335811010034
author: O. I. Antipov
author: V. A. Neganov
publication date: 2012-07-26T00:00:00Z
Mathematics Subject Classification ID: 37M10
Mathematics Subject Classification ID: 28A80
zbMATH DE Number: 6059869
zbMATH Keywords: time series
zbMATH Keywords: neural networks
zbMATH Keywords: multilayer perceptrons
zbMATH Keywords: fractal analysis
MaRDI profile type: Publication
title: Neural network prediction and fractal analysis of chaotic processes in discrete nonlinear systems
published in: Doklady Akademii Nauk
review text: This paper is devoted to dynamic forecasting of the behavior of fractal time series. Predicting neural networks are constructed on the ground of multilayer perceptrons with various number of input layer elements and various hidden layer elements, and the dependence of its parameters on fractal dimensionality is examined.
description: scientific article; zbMATH DE number 6059869