Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications
Algoritma Titisan Air Cerdas (TAC) ialah model berasaskan kawanan yang sememangnya berguna untuk mengatasi masalah-masalah pengoptimuman. Tujuan utama kajian ini adalah untuk meningkatkan keupayaan algoritma TAC dan mengatasi keterbatasan algoritma tersebut, yang berkaitan dengan kepelbagaian popul...
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my-usm-ep.314532019-04-12T05:25:36Z Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications 2015-10 O. F. Alijla, Basem QA75.5-76.95 Electronic computers. Computer science Algoritma Titisan Air Cerdas (TAC) ialah model berasaskan kawanan yang sememangnya berguna untuk mengatasi masalah-masalah pengoptimuman. Tujuan utama kajian ini adalah untuk meningkatkan keupayaan algoritma TAC dan mengatasi keterbatasan algoritma tersebut, yang berkaitan dengan kepelbagaian populasi serta mengimbangangi penerokaan dan pengeksploitasian dalam menangani masalah-masalah pengoptimuman. Pertama, algoritma TAC yang diubahsuai, diperkenalkan. The Intelligent Water Drop (IWD) algorithm is a swarm-based model that is useful for undertaking optimization problems. The main aim of this research is to enhance the IWD algorithm and overcome its limitations pertaining to population diversity, as well as balanced exploration and exploitation in handling optimization problems. 2015-10 Thesis http://eprints.usm.my/31453/ http://eprints.usm.my/31453/1/Modified_And_Ensemble_Intelligent_Water_Drop_Algorithms_And_Their_Applications.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat Pengajian Sains Komputer |
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Universiti Sains Malaysia |
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USM Institutional Repository |
language |
English |
topic |
QA75.5-76.95 Electronic computers Computer science |
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QA75.5-76.95 Electronic computers Computer science O. F. Alijla, Basem Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications |
description |
Algoritma Titisan Air Cerdas (TAC) ialah model berasaskan kawanan yang sememangnya berguna untuk mengatasi masalah-masalah pengoptimuman. Tujuan utama kajian
ini adalah untuk meningkatkan keupayaan algoritma TAC dan mengatasi keterbatasan algoritma tersebut, yang berkaitan dengan kepelbagaian populasi serta mengimbangangi penerokaan dan pengeksploitasian dalam menangani masalah-masalah pengoptimuman. Pertama, algoritma TAC yang diubahsuai, diperkenalkan.
The Intelligent Water Drop (IWD) algorithm is a swarm-based model that is useful for
undertaking optimization problems. The main aim of this research is to enhance the
IWD algorithm and overcome its limitations pertaining to population diversity, as well
as balanced exploration and exploitation in handling optimization problems. |
format |
Thesis |
qualification_name |
Doctor of Philosophy (PhD.) |
qualification_level |
Doctorate |
author |
O. F. Alijla, Basem |
author_facet |
O. F. Alijla, Basem |
author_sort |
O. F. Alijla, Basem |
title |
Modified And Ensemble Intelligent
Water Drop Algorithms And Their
Applications |
title_short |
Modified And Ensemble Intelligent
Water Drop Algorithms And Their
Applications |
title_full |
Modified And Ensemble Intelligent
Water Drop Algorithms And Their
Applications |
title_fullStr |
Modified And Ensemble Intelligent
Water Drop Algorithms And Their
Applications |
title_full_unstemmed |
Modified And Ensemble Intelligent
Water Drop Algorithms And Their
Applications |
title_sort |
modified and ensemble intelligent
water drop algorithms and their
applications |
granting_institution |
Universiti Sains Malaysia |
granting_department |
Pusat Pengajian Sains Komputer |
publishDate |
2015 |
url |
http://eprints.usm.my/31453/1/Modified_And_Ensemble_Intelligent_Water_Drop_Algorithms_And_Their_Applications.pdf |
_version_ |
1747820428332630016 |