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Accession number: 20144200113822 Title: Allocation of urban logistics park based on improved bp neural network algorithm Authors: Qiu, Rongzu1; Zhang, Lanyi1 Author affiliation: 1 Transportation and Civil Engineering Institute, Fujian Agriculture and Forestry University, Fuzhou, China Corresponding author: Qiu, Rongzu Source title: WIT Transactions on Information and Communication Technologies Abbreviated source title: WIT Trans. Inf. Commun. Tecnol. Volume: 61 Issue date: April 1, 2014 Publication year: 2013 Pages: 229-238 Language: English ISSN: 17433517 ISBN-13: 9781845649401 Document type: Conference article (CA) Conference name: 2013 International Conference on Management Innovation and Information Technology, MIIT 2013 Conference date: December 7, 2013 - December 8, 2013 Conference location: Wuhan, China Conference code: 108117 Sponsor: Information Technology and Industrial Engineering Research Center; WIT Transactions on Information and Communication Technologies Publisher: WITPress Abstract: As the major gathering place for enterprises, Logistics Park can achieve rational distribution for logistics system resources, which will have a long-term impact on regional economic coordination and scale benefit of the Logistics Park. At present, the site selection of Logistics Park has some problems such as various subjective factors, model solely, and so on. Back Propagation Neural Network (BP Neural Network) was applied to select site of Logistics Park. The parameter of BP Neural Network was improved and MATLAB toolbox was used to solve the model with a set of real data from case study. Result shows that the improvement is feasible and the method has a theoretical significance in site selection of Logistics Park. © 2014 WIT Press. Number of references: 12 Main heading: Logistics Controlled terms: Algorithms - Backpropagation - Neural networks - Regional planning - Site selection - Torsional stress Uncontrolled terms: Allocation - Back propagation neural networks - BP neural networks - Evaluation - Improved BP neural network - Logistics park - Long-term impacts - Regional economic Classification code: 402 Buildings and Towers - 403 Urban and Regional Planning and Development - 403.2 Regional Planning and Development - 421 Strength of Building Materials; Mechanical Properties - 723 Computer Software, Data Handling and Applications - 723.4 Artificial Intelligence - 912 Industrial Engineering and Management - 913 Production Planning and Control; Manufacturing - 921 Mathematics DOI: 10.2495/MIIT130311 Database: Compendex Compilation and indexing terms, © 2015 Elsevier Inc. |
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