基于系统动力学理论的交通发展数学建模

IF 1.8 3区 数学 Q1 MATHEMATICS AIMS Mathematics Pub Date : 2023-01-01 DOI:10.3934/math.20231413
Juan Manuel Sánchez, Adrián Valverde, Juan L. G. Guirao, Huatao Chen
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引用次数: 0

摘要

>& gt;& gt;& gt;& gt;& gt;建立了山东省交通发展的系统动力学模型。该模型表明,公路运营和轨道交通促进了交通的发展,交通事故抑制了交通的发展。在此基础上,给出了对未来交通发展的一些预测,并提出了交通发展的一些建议和优化方案。最后,建立了山东省交通发展的神经网络模型。</p></abstract>
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Mathematical modeling for the development of traffic based on the theory of system dynamics

This paper is concerned with mathematical modeling for the development of Shandong traffic. The system dynamics model of the development of traffic in Shandong is established. In terms of this model, it is shown that highway operation as well as rail transit promotes the development of traffic, while traffic accidents inhibit traffic development. Moreover, the maximum error between the output data and the statistics bureau, based on which some forecasts for the development of traffic in the future are given, is obtained, some suggestions and optimization schemes for traffic development are given. Finally, a neural network model of the development of Shandong traffic is also derived.

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来源期刊
AIMS Mathematics
AIMS Mathematics Mathematics-General Mathematics
CiteScore
3.40
自引率
13.60%
发文量
769
审稿时长
90 days
期刊介绍: AIMS Mathematics is an international Open Access journal devoted to publishing peer-reviewed, high quality, original papers in all fields of mathematics. We publish the following article types: original research articles, reviews, editorials, letters, and conference reports.
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