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/ http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf

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author	Neoh, Siew Chin
author_facet	Neoh, Siew Chin
author_sort	Neoh, Siew Chin
building	USM Institutional Repository
collection	Online Access
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.
first_indexed	2025-11-15T17:44:16Z
format	Thesis
id	usm-41296
institution	Universiti Sains Malaysia
institution_category	Local University
language	English
last_indexed	2025-11-15T17:44:16Z
publishDate	2010
recordtype	eprints
repository_type	Digital Repository
spelling	usm-412962019-04-12T05:26:58Z http://eprints.usm.my/41296/ The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model 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 NonPeerReviewed application/pdf en http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf Neoh, Siew Chin (2010) The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model. PhD thesis, Universiti Sains Malaysia.
spellingShingle	TK1-9971 Electrical engineering. Electronics. Nuclear engineering Neoh, Siew Chin The Development And Application Of Evolutionary Computation-Based Layered Encoding Cascade Optimization Model
title	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_short	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
topic	TK1-9971 Electrical engineering. Electronics. Nuclear engineering
url	http://eprints.usm.my/41296/ http://eprints.usm.my/41296/1/Neoh_Siew_Chin24.pdf

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

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