Title :
Research on BP neural network model of partner selection for networked manufacturing
Author :
Zhengcheng, Wang
Author_Institution :
Zhejiang Sci-Tech Univ., Hangzhou
Abstract :
Because of the shortage of the method of selection of partners in networked manufacturing, this article presents a new method of selecting partners in networked manufacturing, which is based on BP neural network. Firstly, it sets up an index system of selecting partners in networked manufacturing, and then designs the back propagation (BP) neural network model according to the index system, and it uses the neural network toolbox (NNT) based on MATLAB to make network compute. Finally, this article presents a typical example.
Keywords :
backpropagation; computer integrated manufacturing; mathematics computing; neural nets; BP neural network; MATLAB; index system; networked manufacturing; partner selection; Appraisal; Computer aided manufacturing; Costs; Intelligent manufacturing systems; Intelligent networks; MATLAB; Manufacturing processes; Mathematical model; Neural networks; Virtual manufacturing;
Conference_Titel :
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-1294-5
Electronic_ISBN :
978-1-4244-1294-5
DOI :
10.1109/GSIS.2007.4443435