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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Main Author:	Ali, Marwan A
Format:	Thesis
Language:	English
Published:	2009
Subjects:	TK1-9971 Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.usm.my/41284/1/Marwan_A_Ali24.pdf
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id	my-usm-ep.41284
record_format	uketd_dc
spelling	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

Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems

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