A Mobile Application Platform Based on BP Artificial Neural Network Model Algorithm

Juanping Shen, Guozhong Wang

2025

Abstract

In order not to consider the application requirements of on-site control in infrastructure, which leads to the unreasonable distribution of mobile application platforms, in order to meet the application needs of on-site control of mobile application platforms, this paper studies the reasonable distribution of on-site control applications in infrastructure. First of all, the number of mobile application platforms for infrastructure site control in the research area is calculated on the basis of the redivision of land types, and the application demand coefficient of mobile application platforms is calculated. Then the BP artificial neural network model algorithm is proposed to enrich the diversity of the population, and the non-linear convergence factor is used to prevent the algorithm from falling into the local optimal, and complete the reasonable distribution research of the application of the field control in infrastructure. Simulation experiments prove that the proposed method in this paper can effectively meet the application needs of infrastructure site control mobile application platform and the convenience needs of infrastructure site control mobile application platform.

Paper Citation

in Harvard Style

Shen J. and Wang G. (2025). A Mobile Application Platform Based on BP Artificial Neural Network Model Algorithm. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 200-205. DOI: 10.5220/0013538300004664

in Bibtex Style

@conference{incoft25,
author={Juanping Shen and Guozhong Wang},
title={A Mobile Application Platform Based on BP Artificial Neural Network Model Algorithm},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT},
year={2025},
pages={200-205},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013538300004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT
TI - A Mobile Application Platform Based on BP Artificial Neural Network Model Algorithm
SN - 978-989-758-763-4
AU - Shen J.
AU - Wang G.
PY - 2025
SP - 200
EP - 205
DO - 10.5220/0013538300004664
PB - SciTePress