Forecasting Demand of Short Life Cycle Products by SVM

被引：2
|
作者：
Xu Xian-hao [1 ]
Zhang Hao [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Sch Management, Wuhan 430074, Peoples R China
来源：
2008 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (15TH), VOLS I AND II, CONFERENCE PROCEEDINGS | 2008年
关键词：
bass model; forecasting; short life-cycle products; SVM;
D O I：
10.1109/ICMSE.2008.4668939
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this paper, the demand of short life cycle products is forecasted by the method of SVM in the conditions of data deficiency. The method considers products' demand, demand forecasted by Bass model and season factor as affecting factors of the demand of short life cycle product, the training sample and forecasting sample varies when the time changes. Then SVM forecasting model is set up and with it the demand is forecasted. The comparison with relative models indicates that the presented method is more valid in forecasting the demand of short life cycle products.
引用
收藏
页码：352 / 356
页数：5
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