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|Title:||A decentralized control of interconnected systems using neural networks|
|Authors:||Huang, S.N. |
Neural networks (NNs)
|Citation:||Huang, S.N., Tan, K.K., Lee, T.H. (2002-11). A decentralized control of interconnected systems using neural networks. IEEE Transactions on Neural Networks 13 (6) : 1554-1557. ScholarBank@NUS Repository. https://doi.org/10.1109/TNN.2002.804230|
|Abstract:||We develop a decentralized neural-network (NN) controller for a class of large-scale nonlinear systems with the high-order interconnections. The controller is a mixed NN comprised of a conventional NN and a special NN. The conventional NN is used to approximate the unknown nonlinearities in the subsystem, while a special NN is used to counter the high-order interconnections. We prove that this NN structure can achieve a stable controller for the large-scale systems.|
|Source Title:||IEEE Transactions on Neural Networks|
|Appears in Collections:||Staff Publications|
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