Time series modelling : design, testing and optimisation using genetic algorithms

This project investigates a methodology of using Genetic Algorithm for time series modelling. The importance of time series modelling and growing popularity of GA in model optimisation forms the main thrust for the study.

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Bibliographic Details
Main Author:	Ting, Hoe Ming.
Other Authors:	Chin, Teck Chai
Format:	Theses and Dissertations
Language:	English
Published:	2009
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:	http://hdl.handle.net/10356/19659
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Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-19659
record_format	dspace
spelling	sg-ntu-dr.10356-196592023-07-04T15:22:42Z Time series modelling : design, testing and optimisation using genetic algorithms Ting, Hoe Ming. Chin, Teck Chai School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This project investigates a methodology of using Genetic Algorithm for time series modelling. The importance of time series modelling and growing popularity of GA in model optimisation forms the main thrust for the study. Master of Science (Computer Control and Automation) 2009-12-14T06:20:16Z 2009-12-14T06:20:16Z 1998 1998 Thesis http://hdl.handle.net/10356/19659 en NANYANG TECHNOLOGICAL UNIVERSITY 88 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Ting, Hoe Ming. Time series modelling : design, testing and optimisation using genetic algorithms
description	This project investigates a methodology of using Genetic Algorithm for time series modelling. The importance of time series modelling and growing popularity of GA in model optimisation forms the main thrust for the study.
author2	Chin, Teck Chai
author_facet	Chin, Teck Chai Ting, Hoe Ming.
format	Theses and Dissertations
author	Ting, Hoe Ming.
author_sort	Ting, Hoe Ming.
title	Time series modelling : design, testing and optimisation using genetic algorithms
title_short	Time series modelling : design, testing and optimisation using genetic algorithms
title_full	Time series modelling : design, testing and optimisation using genetic algorithms
title_fullStr	Time series modelling : design, testing and optimisation using genetic algorithms
title_full_unstemmed	Time series modelling : design, testing and optimisation using genetic algorithms
title_sort	time series modelling : design, testing and optimisation using genetic algorithms
publishDate	2009
url	http://hdl.handle.net/10356/19659
_version_	1772825114753105920

Time series modelling : design, testing and optimisation using genetic algorithms

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