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An improved gray interval forecast method and its application

机译:改进的灰色区间预测方法及其应用

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摘要

The gray forecasting model has good performance on prediction for few and uncertain data. Although numerous gray forecasting models have been developed, the study on the gray interval forecasting is rare. This paper proposes a newly gray forecasting interval model based on optimization of classification method and construction of the gray interval. To illustrate the applicability and effectiveness of newly proposed method, it is applied to forecasting gray interval of passenger volume to Taiwan High Speed Rail. The numerical results indicate that newly proposed method has a better prediction performance than that of the other models.
机译:灰色预测模型对于少量不确定数据的预测具有良好的性能。尽管已经开发了许多灰色预测模型,但是对灰色区间预测的研究很少。基于分类方法的优化和灰色区间的构建,提出了一种新的灰色预测区间模型。为了说明新方法的适用性和有效性,将其应用于预测台湾高铁客运量的灰色区间。数值结果表明,新提出的方法具有比其他模型更好的预测性能。

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