Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives

This thesis presents the development of two new multiobjective GA optimization techniques and its application to the modeling and controller tuning of the hard disk drives. For the drive modeling, two different approaches using black box and grey box modeling are presented. As multiobjective structu...

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Bibliographic Details
Main Author:	Wong, Tze Shyan.
Other Authors:	Low, Kay Soon
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
Online Access:	http://hdl.handle.net/10356/3754
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-3754
record_format	dspace
spelling	sg-ntu-dr.10356-37542023-07-04T15:01:31Z Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives Wong, Tze Shyan. Low, Kay Soon School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation This thesis presents the development of two new multiobjective GA optimization techniques and its application to the modeling and controller tuning of the hard disk drives. For the drive modeling, two different approaches using black box and grey box modeling are presented. As multiobjective structural and parametric search is required for the modeling, we use the Hierarchical Genetic Algorithms (HGA) in conjunction with two newly developed multiobjective GA techniques. Master of Engineering 2008-09-17T09:36:50Z 2008-09-17T09:36:50Z 2000 2000 Thesis http://hdl.handle.net/10356/3754 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation Wong, Tze Shyan. Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
description	This thesis presents the development of two new multiobjective GA optimization techniques and its application to the modeling and controller tuning of the hard disk drives. For the drive modeling, two different approaches using black box and grey box modeling are presented. As multiobjective structural and parametric search is required for the modeling, we use the Hierarchical Genetic Algorithms (HGA) in conjunction with two newly developed multiobjective GA techniques.
author2	Low, Kay Soon
author_facet	Low, Kay Soon Wong, Tze Shyan.
format	Theses and Dissertations
author	Wong, Tze Shyan.
author_sort	Wong, Tze Shyan.
title	Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
title_short	Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
title_full	Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
title_fullStr	Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
title_full_unstemmed	Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
title_sort	application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives
publishDate	2008
url	http://hdl.handle.net/10356/3754
_version_	1772826004166803456

Application of multiobjective genetic algorithms to the modeling and controller tuning of hard disk drives

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