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Prediction of logistics volume based on grey model and Markov chain.

Authors :
Liu, Xian-feng
Wu, Juan
Li, Qin-zhen
Yang Hui-jun
Source :
World Automation Congress 2012; 1/ 1/2012, p1-4, 4p
Publication Year :
2012

Abstract

Logistics volume prediction plays an important part in logistics system planning, operating and management. In order to rationally predict the logistics volume, we put forward the grey Markov model combining grey system theory and Markov chain. This method synthesizes the advantages of GM forecasting method, which is simple and needs less original data, and of Markov method which possesses the characteristics of random fluctuation. We can obtain the overall developing trend of logistics volume by predicted mean value and maximum status probability. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISBNs :
9781467344975
Database :
Complementary Index
Journal :
World Automation Congress 2012
Publication Type :
Conference
Accession number :
86634569