Title :
Application research on BP artificial neural network and LM algorithms in the fixed assets investment performance evaluation
Author :
Li, Rong-ping ; Liu, Tao
Author_Institution :
Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang
Abstract :
The paper provides a new idea on improving the calculating speed of the complex economic system evaluation by adopting the LM algorithms based on BP artificial neural network. It deeply discusses the concrete implementation process of LM and BP algorithms by using the comprehensive economic performance evaluation on fixed assets invest economic performance module as the example, and carries on the systematic analysis on the fixed assets investment performance of the whole country 31 provinces, cities and autonomous region according to the evaluation result. The result shows that LM and BP algorithms to comprehensively evaluate the similar, uncertain, even self-contradict indexes have very strong practicability.
Keywords :
backpropagation; investment; neural nets; BP artificial neural network; LM algorithm; complex economic system evaluation; economic performance evaluation; fixed assets investment performance evaluation; Artificial neural networks; Asset management; Elasticity; Employment; Environmental economics; Investments; Machine learning; Nonhomogeneous media; Performance analysis; Production; BP Neural Network; Evaluation Method; Fixed Assets; Investment Performance; The Evaluation Index System;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620503