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Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network

In the context of economic globalization and digitization, the current financial field is in an unprecedented complex situation. The methods and means to deal with this complexity are developing towards image intelligence. This paper takes financial prediction as the starting point, selects the arti...

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Detalles Bibliográficos
Autores principales: Guo, Min, Song, Liying, Ilyas, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626191/
https://www.ncbi.nlm.nih.gov/pubmed/34840559
http://dx.doi.org/10.1155/2021/3113584
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author Guo, Min
Song, Liying
Ilyas, Muhammad
author_facet Guo, Min
Song, Liying
Ilyas, Muhammad
author_sort Guo, Min
collection PubMed
description In the context of economic globalization and digitization, the current financial field is in an unprecedented complex situation. The methods and means to deal with this complexity are developing towards image intelligence. This paper takes financial prediction as the starting point, selects the artificial neural network in the intelligent algorithm and optimizes the algorithm, forecasts through the improved multilayer neural network, and compares it with the traditional neural network. Through comparison, it is found that the prediction success rate of the improved genetic multilayer neural network increases with the increase of the dimension of the input image data. This shows that, by adding more technical indicators as the input of the combined network, the prediction efficiency of the improved genetic multilayer neural network can be further improved and the advantage of computing speed can be maintained.
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spelling pubmed-86261912021-11-27 Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network Guo, Min Song, Liying Ilyas, Muhammad Comput Intell Neurosci Research Article In the context of economic globalization and digitization, the current financial field is in an unprecedented complex situation. The methods and means to deal with this complexity are developing towards image intelligence. This paper takes financial prediction as the starting point, selects the artificial neural network in the intelligent algorithm and optimizes the algorithm, forecasts through the improved multilayer neural network, and compares it with the traditional neural network. Through comparison, it is found that the prediction success rate of the improved genetic multilayer neural network increases with the increase of the dimension of the input image data. This shows that, by adding more technical indicators as the input of the combined network, the prediction efficiency of the improved genetic multilayer neural network can be further improved and the advantage of computing speed can be maintained. Hindawi 2021-11-19 /pmc/articles/PMC8626191/ /pubmed/34840559 http://dx.doi.org/10.1155/2021/3113584 Text en Copyright © 2021 Min Guo et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Guo, Min
Song, Liying
Ilyas, Muhammad
Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title_full Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title_fullStr Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title_full_unstemmed Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title_short Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
title_sort research on practical intelligent mode of digital image economy based on improved genetic multilayer neural network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626191/
https://www.ncbi.nlm.nih.gov/pubmed/34840559
http://dx.doi.org/10.1155/2021/3113584
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