TY - GEN
T1 - Research on the combination forecasting method of logistics based on BP neural network
AU - Liu, Wei
AU - Wang, Yajun
AU - Gao, Wenwei
AU - Wang, Peng
AU - Yang, Jianming
AU - Chen, Qiang
PY - 2008
Y1 - 2008
N2 - This paper discussed the role and significance of Logistics forecast. Then classified the methods of Logistics forecast. Having given all the current forecasting methods a comparative analysis, this paper introduced a combination forecasting method based on BP neural network. Taking full advantage of the wide range of learning ability, adaptability of BP neural network, this paper integrated other methods and merited from them, then reached the goal of enhancing the precision and stability of forecasting results. Finally, using an example, it tested the new method and proved its feasibility.
AB - This paper discussed the role and significance of Logistics forecast. Then classified the methods of Logistics forecast. Having given all the current forecasting methods a comparative analysis, this paper introduced a combination forecasting method based on BP neural network. Taking full advantage of the wide range of learning ability, adaptability of BP neural network, this paper integrated other methods and merited from them, then reached the goal of enhancing the precision and stability of forecasting results. Finally, using an example, it tested the new method and proved its feasibility.
KW - Forecast
KW - Logistics
KW - Neural network
UR - http://www.scopus.com/inward/record.url?scp=70249134288&partnerID=8YFLogxK
U2 - 10.1061/40996(330)609
DO - 10.1061/40996(330)609
M3 - Conference contribution
AN - SCOPUS:70249134288
SN - 9780784409961
T3 - Proceedings of the 8th International Conference of Chinese Logistics and Transportation Professionals - Logistics: The Emerging Frontiers of Transportation and Development in China
SP - 4167
EP - 4173
BT - Proceedings of the 8th International Conference of Chinese Logistics and Transportation Professionals - Logistics
T2 - 8th International Conference of Chinese Logistics and Transportation Professionals - Logistics: The Emerging Frontiers of Transportation and Development in China
Y2 - 31 July 2008 through 3 August 2008
ER -