DocumentCode :
2496682
Title :
Quantitative and Qualitative Forecasting Applied to Supply-Chain Inventory
Author :
Shao, Chenxi ; Wang, Lizhong
Author_Institution :
Comput. Sci. & Technol. Sch., Univ. of Sci. & Technol. of China, Hefei, China
Volume :
2
fYear :
2010
fDate :
24-25 April 2010
Firstpage :
184
Lastpage :
187
Abstract :
In the process of supply chain (SC) management, time inventory management problem is extremely important. In terms of academic methods, quantitative methods are very popular as the researchers could calculate the inventory if they got the historic data of some SC. However, based on quantitative methods and the results cannot too be convincible. This paper considered a supply chain system includes several kinds of products. As to the historic suppliers´ demand data of this SC system, firstly we applied a quantitative forecasting analysis method to it; secondly we made a qualitative analysis to improve the complex system´s inventory management performance. According to the comparison between quantitative method and the method used in this paper, we find that the accuracy is more perfect. Not only the inventory cost is lower, also the forecasting accuracy is better.
Keywords :
data mining; inventory management; supply chain management; complex system inventory management; data mining; qualitative forecasting analysis method; quantitative forecasting analysis method; supply chain management process; supply-chain inventory; time inventory management problem; Differential equations; Information technology; Inventory management; Laboratories; Multimedia computing; Performance analysis; Space technology; Supply chain management; Supply chains; Technology forecasting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Information Technology (MMIT), 2010 Second International Conference on
Conference_Location :
Kaifeng
Print_ISBN :
978-0-7695-4008-5
Electronic_ISBN :
978-1-4244-6602-3
Type :
conf
DOI :
10.1109/MMIT.2010.42
Filename :
5474356
Link To Document :
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