Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems
Kajian ini mengemukakan kaedah pembelajaran rangkaian neural (NN) pelbilang lapisan dengan menggunakan teknik algoritma genetik (GA). Teknik evolusionari berasakan GA ini dikaji dan digunakan untuk skima model rujukan kawalan suai (MRAC) bagi loji-loji yang berbeza. This research presents a me...
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| Format: | Thesis |
| Language: | English |
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2009
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| Online Access: | http://eprints.usm.my/41284/ |
| Abstract | Abstract here |
| _version_ | 1855632000683081728 |
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| author | Ali, Marwan A |
| author_facet | Ali, Marwan A |
| author_sort | Ali, Marwan A |
| description | Kajian ini mengemukakan kaedah pembelajaran rangkaian neural (NN) pelbilang lapisan dengan menggunakan teknik algoritma genetik (GA). Teknik evolusionari berasakan GA ini dikaji dan digunakan untuk skima model rujukan kawalan suai (MRAC) bagi loji-loji yang berbeza.
This research presents a method of learning multilayer Neural Network (NN) using Genetic Algorithms (GAs) techniques. The evolutionary techniques based on GAs are studied and employed for the Model Reference Adaptive Control (MRAC) scheme of different plants. |
| first_indexed | 2025-10-17T08:16:17Z |
| format | Thesis |
| id | usm-41284 |
| institution | Universiti Sains Malaysia |
| language | English |
| last_indexed | 2025-10-17T08:16:17Z |
| publishDate | 2009 |
| record_format | EPrints |
| record_pdf | Restricted |
| spelling | usm-412842019-04-12T05:27:00Z http://eprints.usm.my/41284/ Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems Ali, Marwan A TK1-9971 Electrical engineering. Electronics. Nuclear engineering Kajian ini mengemukakan kaedah pembelajaran rangkaian neural (NN) pelbilang lapisan dengan menggunakan teknik algoritma genetik (GA). Teknik evolusionari berasakan GA ini dikaji dan digunakan untuk skima model rujukan kawalan suai (MRAC) bagi loji-loji yang berbeza. This research presents a method of learning multilayer Neural Network (NN) using Genetic Algorithms (GAs) techniques. The evolutionary techniques based on GAs are studied and employed for the Model Reference Adaptive Control (MRAC) scheme of different plants. 2009-10 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/41284/1/Marwan_A_Ali24.pdf Ali, Marwan A (2009) Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems. Masters thesis, Universiti Sains Malaysia. |
| spellingShingle | TK1-9971 Electrical engineering. Electronics. Nuclear engineering Ali, Marwan A Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| thesis_level | Master |
| title | Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_full | Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_fullStr | Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_full_unstemmed | Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_short | Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_sort | neural controller utilizing genetic algorithm technique for dynamic systems |
| topic | TK1-9971 Electrical engineering. Electronics. Nuclear engineering |
| url | http://eprints.usm.my/41284/ |
| work_keys_str_mv | AT alimarwana neuralcontrollerutilizinggeneticalgorithmtechniquefordynamicsystems |