DocumentCode :
3312663
Title :
Decision Analysis of Combat Effectiveness Based on Rough Set Neural Network
Author :
Dong, Chengxi ; Wu, Dewei ; He, Jing
Author_Institution :
Telecommun. Eng. Inst., Air Force Eng. Univ., Xi´´an
Volume :
7
fYear :
2008
fDate :
18-20 Oct. 2008
Firstpage :
227
Lastpage :
231
Abstract :
Information reduction function of the rough set theory is used, which can deal with the imprecise, half-baked, inconsistent data, and combines the neural network´s functions of linearity approximate and pattern recognition. Then, the model of rough set neural network is set up in this paper. A decision analysis information table of satellite navigation system combat effectiveness was built. Apply the model of rough set neural network on the decision analysis of satellite navigation system combat effectiveness, and then the satisfactory decision results were obtained. This method offers new method and idea on the decision analysis of combat effectiveness for the half-baked information.
Keywords :
approximation theory; decision theory; military communication; military computing; neural nets; pattern classification; rough set theory; satellite navigation; decision analysis information table; decision classification; half-baked information; information reduction function; linearity approximation; neural network function; pattern recognition; rough set theory; satellite navigation system combat effectiveness; Artificial neural networks; Biological neural networks; Computer networks; Data engineering; Information analysis; Military computing; Neural networks; Satellite navigation systems; Set theory; Uncertainty; combat effectiveness; decision analysis; neural network; rough set; satellite navigation system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
Type :
conf
DOI :
10.1109/ICNC.2008.508
Filename :
4667976
Link To Document :
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