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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Bibliographic Details
Main Author: O. F. Alijla, Basem
Format: Thesis
Language:English
Published: 2015
Subjects:
QA75.5-76.95 Electronic computers. Computer science
Online Access:http://eprints.usm.my/31453/
Abstract Abstract here
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author O. F. Alijla, Basem
author_facet O. F. Alijla, Basem
author_sort O. F. Alijla, Basem
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.
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spelling usm-314532019-04-12T05:25:36Z http://eprints.usm.my/31453/ Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications 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 NonPeerReviewed application/pdf en http://eprints.usm.my/31453/1/Modified_And_Ensemble_Intelligent_Water_Drop_Algorithms_And_Their_Applications.pdf O. F. Alijla, Basem (2015) Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications. PhD thesis, Universiti Sains Malaysia.
spellingShingle QA75.5-76.95 Electronic computers. Computer science
O. F. Alijla, Basem
Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications
thesis_level PhD
title 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_short Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications
title_sort modified and ensemble intelligent water drop algorithms and their applications
topic QA75.5-76.95 Electronic computers. Computer science
url http://eprints.usm.my/31453/
work_keys_str_mv AT ofalijlabasem modifiedandensembleintelligentwaterdropalgorithmsandtheirapplications

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