Modeling and Forecasting Passenger Car Ownership Based on Symbolic Regression

Modeling and Forecasting Passenger Car Ownership Based on Symbolic Regression

Numerous functions, especially the Gompertz function, have been predetermined to analyze the growth in vehicle ownership. This study utilizes the data-driven symbolic regression to automatically find a generalized function, named as new equation by symbolic regression (NE-SR), for passenger car owne...

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Bibliographic Details
Main Authors: Lian Lian, Wen Tian, Hongfeng Xu, Menglan Zheng
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Sustainability
Subjects:
vehicle ownership
Gompertz function
per capita GDP
symbolic regression
Online Access:http://www.mdpi.com/2071-1050/10/7/2275

Internet

http://www.mdpi.com/2071-1050/10/7/2275

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