Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems

Ali, Marwan A (2009) Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems. Masters thesis, Universiti Sains Malaysia.

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Abstract

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.

Item Type:	Thesis (Masters)
Subjects:	T Technology > TK Electrical Engineering. Electronics. Nuclear Engineering > TK1-9971 Electrical engineering. Electronics. Nuclear engineering
Divisions:	Kampus Kejuruteraan (Engineering Campus) > Pusat Pengajian Kejuruteraaan Elektrik & Elektronik (School of Electrical & Electronic Engineering) > Thesis
Depositing User:	Mr Mohammad Harish Sabri
Date Deposited:	13 Aug 2018 01:20
Last Modified:	12 Apr 2019 05:27
URI:	http://eprints.usm.my/id/eprint/41284

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