铁道科学与工程学报2017,Vol.14Issue(1):180-183,4.
基于改进的GM(1,N)货运量预测模型
A forecast model for freight volume based on improved GM(1,N) model
摘要
Abstract
In order to minis the excessive error from traditional GM(1,N) mode in freight volume forecasting, this paper uses the idea of equal-dimension gray filling to improve the traditional GM(1,N) mode. Meanwhile, using the new forecast data to replace the original data, this paper proposes an improved GM ( 1, N) model. Through a comparative analysis of the results of the two models can be seen that improved GM (1, N) model in forecasting accuracy has been significantly improved than traditional GM (1, N) model. This model can be more timely and accurate reflection of changes in the data. This model, with simple calculation and higher accuracy, has a high practical and research value in the field of freight volume forecasting.关键词
GM(1,N)模型/货运量/预测Key words
GM (1,N) model/freight volume/forecast分类
交通工程引用本文复制引用
宋建强,鲍学英,王起才..基于改进的GM(1,N)货运量预测模型[J].铁道科学与工程学报,2017,14(1):180-183,4.基金项目
长江学者和创新团队发展计划资助项目( IRT15R29) ( IRT15R29)