DocumentCode
2435990
Title
Management Decision-Making Based on Fuzzy Neural Network
Author
Yao, Yuan ; Zhou, Xiaokun ; Dong, Peng
Author_Institution
Inf. Sci. & Technol. Inst., Zhengzhou, China
fYear
2010
fDate
7-9 May 2010
Firstpage
2454
Lastpage
2456
Abstract
In this paper, it proposes fuzzy neural network(NN) system which is used for management decision-making and composed of three separate networks. The system´s input can be both figures and vector language. The system´s output exceeds the standard neural network - two-valued logic state. Based on the ambiguity function, NN´s back-propagation algorithm and the monotonic function NN model the paper proposes the learning algorithm which is suitable for the fuzzy neural network. The system can well adapt to the management problems which are complex and ambiguous.
Keywords
backpropagation; decision making; fuzzy neural nets; management science; ambiguity function; back-propagation; fuzzy neural network; learning algorithm; management decision-making; monotonic function NN model; two-valued logic state; Artificial neural networks; Biological neural networks; Biological system modeling; Decision making; Fuzzy neural networks; Fuzzy sets; Vectors; fuzzy; management decision-making; neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-0-7695-3997-3
Type
conf
DOI
10.1109/ICEE.2010.620
Filename
5592645
Link To Document