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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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 |
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Universiti Sains Malaysia |
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USM Institutional Repository |
language |
English |
topic |
TK1-9971 Electrical engineering Electronics Nuclear engineering |
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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 |