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https://doi.org/10.1109/TNN.2002.804230
| 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) Stability |
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. 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 | URI: | http://scholarbank.nus.edu.sg/handle/10635/54052 | ISSN: | 10459227 | DOI: | 10.1109/TNN.2002.804230 |
| Appears in Collections: | Staff Publications |
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