Application of Neural Network Algorithm in Network Engineering Design

Min Yang, Jiajie Zhang

2025

Abstract

With the wide application of computers to people's lives and work, people's demand for computers is getting higher and higher. Network engineering plays an extremely important role in the computer field, but there is a problem of inaccurate evaluation of results. Traditional network engineering design cannot solve the problems of low efficiency and unreasonable design in the process of network engineering from requirements analysis to obtaining network model. Therefore, this paper proposes a neural network algorithm for innovative optimization network engineering design analysis. First, the design theory is used to evaluate the engineer, and the index is divided according to the network engineering design requirements to reduce it Interference factors in network engineering. Then, the design theory designs the model for the network engineer, forms the network engineering design scheme, and conducts the network engineering design results Comprehensive analysis. MATLAB simulation shows that under the condition of certain evaluation criteria, the network engineering design efficiency, scientificity and rationality of the neural network algorithm are superior Traditional network engineering.

Paper Citation

in Harvard Style

Yang M. and Zhang J. (2025). Application of Neural Network Algorithm in Network Engineering Design. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 122-127. DOI: 10.5220/0013536600004664

in Bibtex Style

@conference{incoft25,
author={Min Yang and Jiajie Zhang},
title={Application of Neural Network Algorithm in Network Engineering Design},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT},
year={2025},
pages={122-127},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013536600004664},
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 - Application of Neural Network Algorithm in Network Engineering Design
SN - 978-989-758-763-4
AU - Yang M.
AU - Zhang J.
PY - 2025
SP - 122
EP - 127
DO - 10.5220/0013536600004664
PB - SciTePress