| Issue |
E3S Web Conf.
Volume 275, 2021
2021 International Conference on Economic Innovation and Low-carbon Development (EILCD 2021)
|
|
|---|---|---|
| Article Number | 01071 | |
| Number of page(s) | 4 | |
| Section | Energy Application and Ecological Resource Sustainability | |
| DOI | https://doi.org/10.1051/e3sconf/202127501071 | |
| Published online | 21 June 2021 | |
Nonlinear forecasting of Freight Volume based on Elman Network Model
School of Economics and Management, Beijing Jiaotong University, Beijing, China
* Corresponding author: hyzhou@bjtu.edu.cn
Changes in the demand for bulk cargo will have a significant impact on the industrial structure and transportation development planning, and trains and cargo ships are the main means of bulk cargo transportation. Accurately predicting the volume of bulk cargo transportation can be used to support transportation system management, such as operation planning and route selection design. This study uses the Elman model to conduct empirical analysis, predict the changing trend of bulk cargo transportation, and provide data reference for the formulation of transportation development plans.
© The Authors, published by EDP Sciences, 2021
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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