Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications

O. F. Alijla, Basem (2015) Modified And Ensemble Intelligent Water Drop Algorithms And Their Applications. PhD thesis, Universiti Sains Malaysia.

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Abstract

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.

Item Type:	Thesis (PhD)
Subjects:	Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions:	Pusat Pengajian Sains Komputer (School of Computer Sciences) > Thesis
Depositing User:	Mr Firdaus Mohamad
Date Deposited:	06 Jan 2017 01:58
Last Modified:	12 Apr 2019 05:25
URI:	http://eprints.usm.my/id/eprint/31453

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