The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model

Thesis ini mempersembahkan satu model umum pengoptimuman berlapisan berdasarkan perkomputeran evolusi yang dapat menyelesaikan pelbagai masalah pengoptimuman berkaitan pelbagai keputusan, pelbagai resolusi, interaktif, hibrid dan pelbagai objektif telah dipersembahkan. Dalam model yang dicadangka...

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Main Author:	Neoh, Siew Chin
Format:	Thesis
Language:	English
Published:	2010
Subjects:	TK1-9971 Electrical engineering Electronics Nuclear engineering
Online Access:	http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf
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id	my-usm-ep.41296
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spelling	my-usm-ep.412962019-04-12T05:26:58Z The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model 2010-01 Neoh, Siew Chin TK1-9971 Electrical engineering. Electronics. Nuclear engineering Thesis ini mempersembahkan satu model umum pengoptimuman berlapisan berdasarkan perkomputeran evolusi yang dapat menyelesaikan pelbagai masalah pengoptimuman berkaitan pelbagai keputusan, pelbagai resolusi, interaktif, hibrid dan pelbagai objektif telah dipersembahkan. Dalam model yang dicadangkan, tumpuan diberi kepada algoritma genetik (GA) dan pengoptimuman partikel (PSO) dalam mekanisma pencarian evolusi. In this thesis, the research on a generic evolutionary-based layered encoding cascade optimization (LECO) model that is able to solve different kinds of optimization problems on multi-decision, multi-resolution, interactive, hybridized and multi-objective is presented. In the proposed model, particular attention is given to genetic algorithm (GA) and particle swarm optimization (PSO) in the development of evolutionary-based search mechanism. 2010-01 Thesis http://eprints.usm.my/41296/ http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat Pengajian Kejuruteraan 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 Neoh, Siew Chin The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
description	Thesis ini mempersembahkan satu model umum pengoptimuman berlapisan berdasarkan perkomputeran evolusi yang dapat menyelesaikan pelbagai masalah pengoptimuman berkaitan pelbagai keputusan, pelbagai resolusi, interaktif, hibrid dan pelbagai objektif telah dipersembahkan. Dalam model yang dicadangkan, tumpuan diberi kepada algoritma genetik (GA) dan pengoptimuman partikel (PSO) dalam mekanisma pencarian evolusi. In this thesis, the research on a generic evolutionary-based layered encoding cascade optimization (LECO) model that is able to solve different kinds of optimization problems on multi-decision, multi-resolution, interactive, hybridized and multi-objective is presented. In the proposed model, particular attention is given to genetic algorithm (GA) and particle swarm optimization (PSO) in the development of evolutionary-based search mechanism.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Neoh, Siew Chin
author_facet	Neoh, Siew Chin
author_sort	Neoh, Siew Chin
title	The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title_short	The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title_full	The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title_fullStr	The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title_full_unstemmed	The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title_sort	development and application of evolutionary computation-based layered encoding cascade optimization model
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Kejuruteraan Elektrik & Elektronik
publishDate	2010
url	http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf
_version_	1747820904502525952

The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model

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