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A Recommendation Model for Highway Horizontal Curve Indicators Based on Machine Learning
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A Recommendation Model for Highway Horizontal Curve Indicators Based on Machine Learning
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Journal Article
A Recommendation Model for Highway Horizontal Curve Indicators Based on Machine Learning
2023
Overview
The horizontal alignment design is the result of the designer’s comprehensive consideration of smooth alignment and satisfying multiple design goals such as safety, environmental protection and economy.Through analyzing a large number of highway horizontal design cases,the statistical laws of intersection spacing, declination angle and the relationship between them are introduced. Based on this and the machine learning algorithms, a horizontal basic curve indicator recommendation model suitable for the single intersection design and the double intersection design process is built. Finally, the reliability of the model is verified and evaluated by using the calculation accuracy, test set error and average difference.
Publisher
IOP Publishing
Subject
