IJSER Home >> Journal >> IJSER
International Journal of Scientific and Engineering Research
ISSN Online 2229-5518
ISSN Print: 2229-5518 4    
Website: http://www.ijser.org
scirp IJSER >> Volume 2, Issue 4, April 2011 Edition
Designing aspects of Artificial Neural Network controller
Full Text(PDF, 3000)  PP.  
Navita Sajwan, Kumar Rajesh
Artificial, neural network, adaline algorithm, levenberg gradient, forward propagation, backward propagation, weight update algorithm.
In this paper important fundamental steps in applying artificial neural network in the design of intelligent control systems is discussed. Architecture including single layered and multi layered of neural networks are examined for controls applications. The importance of different learning algorithms for both linear and nonlinear neural networks is developed. The problem of generalization of the neural networks in control systems together with some possible solutions are also included.
[1] Rajesh Kumar, Application of artificial neural network in paper industry, A Ph.D thesis, I.I.T.Roorkee, 2009.

[2] S.I.Amari,N.Murata,K.R.Mullar,M.Fincke,H.H.Yang(1997),Asyptotic Statistical Theory of overtraining and cross validation,IEEE Trans.Neural Networks,8(5),985-993.

[3] C.H.Dagli,M.Akay,O.Ersoy,B.R.Fernandez,A.Smith(1997),Intelligent Engineering Systems Through Artificial Neural Networks,vol.7 of Neural Networks fuzzy logic Data mining evolutionary Programming.

[4] H.Demuth and M.Beale(1997), Neural Networks toolbox user guide,mathworks.

[5] L.Fu, Neural Networks in Computer Intelligence(1994).

[6] M.T.Hang.andM.B.Menhaj(1994),Training feedforward Networks with the Marquardt Algorithm,IEEE Trans. Neural Networks,5(6),989-993.

[7] Hong HelenaMu,Y.P.Kakad,B.G.Sherlock,Application of artificial Neural Networks in the design of control systems.

Untitled Page