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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Autores principales:	Min Guo, Liying Song, Muhammad Ilyas
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
Acceso en línea:	https://doaj.org/article/e4456c1d44084712abe4db7c8ddfe86f
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id	oai:doaj.org-article:e4456c1d44084712abe4db7c8ddfe86f
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spelling	oai:doaj.org-article:e4456c1d44084712abe4db7c8ddfe86f2021-11-29T00:56:02ZResearch on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network1687-527310.1155/2021/3113584https://doaj.org/article/e4456c1d44084712abe4db7c8ddfe86f2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/3113584https://doaj.org/toc/1687-5273In 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.Min GuoLiying SongMuhammad IlyasHindawi LimitedarticleComputer applications to medicine. Medical informaticsR858-859.7Neurosciences. Biological psychiatry. NeuropsychiatryRC321-571ENComputational Intelligence and Neuroscience, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571
spellingShingle	Computer applications to medicine. Medical informatics R858-859.7 Neurosciences. Biological psychiatry. Neuropsychiatry RC321-571 Min Guo Liying Song Muhammad Ilyas Research on Practical Intelligent Mode of Digital Image Economy Based on Improved Genetic Multilayer Neural Network
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.
format	article
author	Min Guo Liying Song Muhammad Ilyas
author_facet	Min Guo Liying Song Muhammad Ilyas
author_sort	Min Guo
title	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_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_sort	research on practical intelligent mode of digital image economy based on improved genetic multilayer neural network
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/e4456c1d44084712abe4db7c8ddfe86f
work_keys_str_mv	AT minguo researchonpracticalintelligentmodeofdigitalimageeconomybasedonimprovedgeneticmultilayerneuralnetwork AT liyingsong researchonpracticalintelligentmodeofdigitalimageeconomybasedonimprovedgeneticmultilayerneuralnetwork AT muhammadilyas researchonpracticalintelligentmodeofdigitalimageeconomybasedonimprovedgeneticmultilayerneuralnetwork
_version_	1718407741440000000

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

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