DocumentCode :
3521344
Title :
Evaluation on Enterprises Technological Innovation Ability: An Integration Synthesis Model Based on Back Propagation Artificial Neural Network
Author :
Dong-sheng, SUN ; Feng-xia, Wang
Author_Institution :
Sch. of Bus. Manage., Harbin Univ. of Commerce
fYear :
2006
fDate :
5-7 Oct. 2006
Firstpage :
1961
Lastpage :
1964
Abstract :
Technological innovation is the power engine for business and enterprise development. Objective and scientific assessments on enterprises´ technological innovation abilities have their impact on business operation strategies and their operation system establishment. This assessment involves the formation of assessment indexes and a selection of scientific evaluation methods. For better overall and objective assessment concerning technological innovation capabilities, this paper brings qualitative indexes, such as business culture and decision makers, into the assessment system so that an artificial neural network comprehensive assessment model is established, reflecting complicated non-linear relations among various internal indexes inside business enterprises
Keywords :
backpropagation; business data processing; innovation management; neural nets; back propagation artificial neural network; business operation strategy; decision making; enterprise development; operation system establishment; scientific evaluation method; technological innovation ability; Artificial neural networks; Business; Energy management; Innovation management; Network synthesis; Neural networks; Power system management; Sun; Technological innovation; Technology management; BP neural network; Integrated assessment; Technological innovation ability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management Science and Engineering, 2006. ICMSE '06. 2006 International Conference on
Conference_Location :
Lille
Print_ISBN :
7-5603-2355-3
Type :
conf
DOI :
10.1109/ICMSE.2006.314113
Filename :
4105217
Link To Document :
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