Cargando…

Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm

In recent years, there are many problems in the study of intelligent simulation of children's psychological path selection, among which the main problem is to ignore the factors of children's psychological path selection. Based on this, this paper studies the application of chaotic neural...

Descripción completa

Detalles Bibliográficos
Autor principal: Wang, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494551/
https://www.ncbi.nlm.nih.gov/pubmed/34630545
http://dx.doi.org/10.1155/2021/5321153
_version_ 1784579334132989952
author Wang, Yue
author_facet Wang, Yue
author_sort Wang, Yue
collection PubMed
description In recent years, there are many problems in the study of intelligent simulation of children's psychological path selection, among which the main problem is to ignore the factors of children's psychological path selection. Based on this, this paper studies the application of chaotic neural network algorithm in children's mental path selection. First, an intelligent simulation model for children's mental path selection based on chaotic neural network algorithm is established; second, it will combine the network based on different types of visual analysis strategies. The model is used to analyze the influencing factors of children in different regions in the choice of psychological paths. Finally, experiments are designed to verify the actual application effect of the simulation model. The results show that compared with the current mainstream intelligent simulation methods with iterative loop algorithms as the core, it adopts the intelligent simulation model based on the chaotic neural network algorithm has a good classification effect. It can effectively select the optimal psychological path according to the differences in children's personality and can adaptively classify children in different regions, and the experimental results are accurate. Compared with the traditional method, it is improved by at least 37%.
format Online
Article
Text
id pubmed-8494551
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-84945512021-10-07 Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm Wang, Yue Comput Intell Neurosci Research Article In recent years, there are many problems in the study of intelligent simulation of children's psychological path selection, among which the main problem is to ignore the factors of children's psychological path selection. Based on this, this paper studies the application of chaotic neural network algorithm in children's mental path selection. First, an intelligent simulation model for children's mental path selection based on chaotic neural network algorithm is established; second, it will combine the network based on different types of visual analysis strategies. The model is used to analyze the influencing factors of children in different regions in the choice of psychological paths. Finally, experiments are designed to verify the actual application effect of the simulation model. The results show that compared with the current mainstream intelligent simulation methods with iterative loop algorithms as the core, it adopts the intelligent simulation model based on the chaotic neural network algorithm has a good classification effect. It can effectively select the optimal psychological path according to the differences in children's personality and can adaptively classify children in different regions, and the experimental results are accurate. Compared with the traditional method, it is improved by at least 37%. Hindawi 2021-09-29 /pmc/articles/PMC8494551/ /pubmed/34630545 http://dx.doi.org/10.1155/2021/5321153 Text en Copyright © 2021 Yue Wang. 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
Wang, Yue
Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title_full Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title_fullStr Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title_full_unstemmed Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title_short Intelligent Simulation of Children's Psychological Path Selection Based on Chaotic Neural Network Algorithm
title_sort intelligent simulation of children's psychological path selection based on chaotic neural network algorithm
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494551/
https://www.ncbi.nlm.nih.gov/pubmed/34630545
http://dx.doi.org/10.1155/2021/5321153
work_keys_str_mv AT wangyue intelligentsimulationofchildrenspsychologicalpathselectionbasedonchaoticneuralnetworkalgorithm