Title :
Neural Network Appraisal of SMB Operation Capability
Author_Institution :
Sch. of Econ. & Manage., Henan Polytech. Univ., Jiaozuo, China
Abstract :
On the basis of analyzing the significance of assessing operation capability in SMB, the Appraisal-index system of operation capability for SMB is built, and appraisal model is established using BP neural network. The conjunction weights of the neural network are continuously modified layer by layer from output layer to input layer in the process of neural network training to reduce the errors between the anticipated and actual outputs. The capability and feasibility of this method was proved by case study.
Keywords :
backpropagation; industrial engineering; neural nets; production engineering computing; appraisal index system; appraisal model; backpropagation neural network; neural network appraisal; neural network training; operation capability; Appraisal; Artificial neural networks; Biological neural networks; Environmental management; Financial management; Innovation management; Neural networks; Personnel; Quality management; Research and development;
Conference_Titel :
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4507-3
Electronic_ISBN :
978-1-4244-4507-3
DOI :
10.1109/CISE.2009.5363777
