DocumentCode :
2035432
Title :
Study on decision support method based on Extenics and BP Neural Network
Author :
Qiao, Zhongliang
Author_Institution :
Res. Inst., Chinese People´´s Armed Police Force Acad., Langfang, China
Volume :
3
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
1055
Lastpage :
1059
Abstract :
By means of extension method and BP neural network, a new qualitative and quantitative decision technique is established to make decision effectively. The process obtains the index weight with the Neural Network and computes the incidence degree and adopts the optimal degree decision approach by Extenics. An example is used to illustrate and validate advantages of the method. The result indicates that this method, simple and clear, is not only easier to be implemented on computer but also can be used to carry out decision better. The approach is flexible and can be extended into other fields.
Keywords :
backpropagation; decision support systems; neural nets; BP neural network; decision support method; extenics; extension method; incidence degree; index weight; optimal degree decision; qualitative decision technique; quantitative decision technique; Adaptation model; Artificial neural networks; Biological system modeling; Decision support systems; Eigenvalues and eigenfunctions; Indexes; Mathematical model; BP neural network; decision support; incidence degree; weight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
Type :
conf
DOI :
10.1109/FSKD.2010.5569574
Filename :
5569574
Link To Document :
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