Adaptive identification and control of nonlinear systems using generalized fuzzy neural network
This thesis proposes a superior adaptive fuzzy neural network identification and control scheme for MIMO nonlinear dynamic systems in general, with a view of dealing with high complexity, uncertainties and imprecision in this class of systems. In literature, fuzzy logic and neural networks have been...
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| Format: | Thesis |
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2008
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| Online Access: | http://hdl.handle.net/10356/4276 |
| _version_ | 1824456766203625472 |
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| author | Gao, Yang. |
| author2 | Er, Meng Joo |
| author_facet | Er, Meng Joo Gao, Yang. |
| author_sort | Gao, Yang. |
| collection | NTU |
| description | This thesis proposes a superior adaptive fuzzy neural network identification and control scheme for MIMO nonlinear dynamic systems in general, with a view of dealing with high complexity, uncertainties and imprecision in this class of systems. In literature, fuzzy logic and neural networks have been greatly adopted in modeling and control. |
| first_indexed | 2025-02-19T03:59:19Z |
| format | Thesis |
| id | ntu-10356/4276 |
| institution | Nanyang Technological University |
| last_indexed | 2025-02-19T03:59:19Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/42762023-07-04T16:49:37Z Adaptive identification and control of nonlinear systems using generalized fuzzy neural network Gao, Yang. Er, Meng Joo School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation This thesis proposes a superior adaptive fuzzy neural network identification and control scheme for MIMO nonlinear dynamic systems in general, with a view of dealing with high complexity, uncertainties and imprecision in this class of systems. In literature, fuzzy logic and neural networks have been greatly adopted in modeling and control. Doctor of Philosophy (EEE) 2008-09-17T09:48:10Z 2008-09-17T09:48:10Z 2003 2003 Thesis http://hdl.handle.net/10356/4276 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation Gao, Yang. Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title | Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title_full | Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title_fullStr | Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title_full_unstemmed | Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title_short | Adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| title_sort | adaptive identification and control of nonlinear systems using generalized fuzzy neural network |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation |
| url | http://hdl.handle.net/10356/4276 |
| work_keys_str_mv | AT gaoyang adaptiveidentificationandcontrolofnonlinearsystemsusinggeneralizedfuzzyneuralnetwork |