Chapter
Apr 26, 2012
Application and Result Analysis Comparison of Based on MLP Neural Network and Econometric Models in Logistics Demand Forecasting
Authors: Yibo Du [email protected], Jin Zhang [email protected], Zheng Tang [email protected], and Yiming Qi [email protected]Author Affiliations
Publication: ICLEM 2010: Logistics For Sustained Economic Development: Infrastructure, Information, Integration
Abstract
Logistics demand forecasting is the key step in logistics system planning. It is not only providing the important data support to design and estimation step, but also provide science basis to providing logistics supply, site-selection and scale ascertain of logistics nodes. Based on MLP artificial neural network model is wildly applied in logistics demand forecasting, through the application and result analysis based on MLP neural network model in logistics demand forecasting. It is contrast to the application of Econometric forecasting model from the side of another model to push out the excellence of based on MLP neural network model applied in logistics demand forecasting.
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© 2010 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Logistics and Transportation Research Center, College of Logistics, Southwest Jiaotong University, Chengdu, P.R.CHINA, 610031.E-mail: [email protected]
Logistics and Transportation Research Center, College of Logistics, Southwest Jiaotong University, Chengdu, P.R.CHINA, 610031.E-mail: [email protected]
Department of Intellectual Information Systems, Faculty of Engineering, University of Toyama, 3190 Gofuku, Toyama-shi Japan, 930-8555.E-mail: [email protected]
Intelligence Transportation Research Center, College of Traffic and Transportation, Southwest Jiaotong University, Chengdu, P.R.CHINA, 610031.E-mail: [email protected]
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