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Title: A decentralized control of interconnected systems using neural networks
Authors: Huang, S.N. 
Tan, K.K. 
Lee, T.H. 
Keywords: Decentralized control
Large-scale systems
Neural networks (NNs)
Issue Date: Nov-2002
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.
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
ISSN: 10459227
DOI: 10.1109/TNN.2002.804230
Appears in Collections:Staff Publications

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