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...
محفوظ في:
| المؤلف الرئيسي: | |
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| التنسيق: | أطروحة |
| اللغة: | English |
| منشور في: |
2009
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| الوصول للمادة أونلاين: | http://eprints.usm.my/41284/1/Marwan_A_Ali24.pdf |
| الوسوم: |
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my-usm-ep.412842019-04-12T05:27:00Z Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems 2009-10 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 http://eprints.usm.my/41284/ http://eprints.usm.my/41284/1/Marwan_A_Ali24.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Sains KemasyarakatanKejuruteraan Elektrik & Elektronik |
| institution |
Universiti Sains Malaysia |
| collection |
USM Institutional Repository |
| language |
English |
| topic |
TK1-9971 Electrical engineering Electronics Nuclear engineering |
| spellingShingle |
TK1-9971 Electrical engineering Electronics Nuclear engineering Ali, Marwan A Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| 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. |
| format |
Thesis |
| qualification_level |
Master's degree |
| author |
Ali, Marwan A |
| author_facet |
Ali, Marwan A |
| author_sort |
Ali, Marwan A |
| title |
Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems |
| title_short |
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_sort |
neural controller utilizing genetic algorithm technique for dynamic systems |
| granting_institution |
Universiti Sains Malaysia |
| granting_department |
Pusat Pengajian Sains KemasyarakatanKejuruteraan Elektrik & Elektronik |
| publishDate |
2009 |
| url |
http://eprints.usm.my/41284/1/Marwan_A_Ali24.pdf |
| _version_ |
1747820901563367424 |