Title :
Optimal neural network for solution of Lyapunov equation
Author :
Meher, P.K. ; Pradhan, S.K.
Author_Institution :
Dept. of Electron. Sci., Berhampur Univ., Orissa, India
Abstract :
An efficient scheme, using N(N+1)/2 linear neurons, is suggested for solving the Lyapunov equation of order N. It is found that the proposed scheme is computationally superior, and offers faster convergence in comparision to an existing structured network
Keywords :
Lyapunov matrix equations; convergence; neural nets; optimisation; Lyapunov equation; convergence; linear neurons; optimal neural network; Artificial neural networks; Computer networks; Computer science; Convergence; Equations; Matrices; Neural network hardware; Neural networks; Neurons; Stability analysis;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.488239
