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Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom

Surrounded by an assortment of intelligent and efficient search entities, the Low-Level Hybridization (LLH) for Particle Swarm Optimization (PSO) and Genetic Algorithm (GA), are proven to be a comprehensive tool for solving different kinds of optimization problems due to their contradictive behaviou...

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Main Author: Masrom, Suraya
Format: Book Section
Language:English
Published: Institute of Graduate Studies, UiTM 2015
Subjects:
Malaysia
Online Access:http://ir.uitm.edu.my/id/eprint/19591/1/ABS_SURAYA%20MASROM%20TDRA%20VOL%208%20IGS%2015.pdf
http://ir.uitm.edu.my/id/eprint/19591/
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spelling my.uitm.ir.195912018-06-07T01:49:28Z http://ir.uitm.edu.my/id/eprint/19591/ Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom Masrom, Suraya Malaysia Surrounded by an assortment of intelligent and efficient search entities, the Low-Level Hybridization (LLH) for Particle Swarm Optimization (PSO) and Genetic Algorithm (GA), are proven to be a comprehensive tool for solving different kinds of optimization problems due to their contradictive behaviour. In addition, the two algorithms have achieved a remarkable improvement from the adaptation of dynamic parameterization. However, in many cases, implementing the suitable hybrid algorithms for a given optimization problem is a considerably difficult, which in most cases, is time consuming. In addition, research has identified that the existing tools are not adequately designed to enable users to easily develop the algorithms with the dynamic parameterization. In responding to this problem, this research investigates rapid mechanisms for the LLH design and development with easy, flexible and concise programming. The research has proposed new implementation frameworks and new scripting language with the dynamic parameterization… Institute of Graduate Studies, UiTM 2015 Book Section PeerReviewed text en http://ir.uitm.edu.my/id/eprint/19591/1/ABS_SURAYA%20MASROM%20TDRA%20VOL%208%20IGS%2015.pdf Masrom, Suraya (2015) Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom. In: The Doctoral Research Abstracts. IGS Biannual Publication, 8 . Institute of Graduate Studies, UiTM, Shah Alam.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Malaysia
spellingShingle Malaysia
Masrom, Suraya
Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
description Surrounded by an assortment of intelligent and efficient search entities, the Low-Level Hybridization (LLH) for Particle Swarm Optimization (PSO) and Genetic Algorithm (GA), are proven to be a comprehensive tool for solving different kinds of optimization problems due to their contradictive behaviour. In addition, the two algorithms have achieved a remarkable improvement from the adaptation of dynamic parameterization. However, in many cases, implementing the suitable hybrid algorithms for a given optimization problem is a considerably difficult, which in most cases, is time consuming. In addition, research has identified that the existing tools are not adequately designed to enable users to easily develop the algorithms with the dynamic parameterization. In responding to this problem, this research investigates rapid mechanisms for the LLH design and development with easy, flexible and concise programming. The research has proposed new implementation frameworks and new scripting language with the dynamic parameterization…
format Book Section
author Masrom, Suraya
author_facet Masrom, Suraya
author_sort Masrom, Suraya
title Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
title_short Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
title_full Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
title_fullStr Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
title_full_unstemmed Low-level hybridization scripting language with dynamic parameterization in PSO-GA / Suraya Masrom
title_sort low-level hybridization scripting language with dynamic parameterization in pso-ga / suraya masrom
publisher Institute of Graduate Studies, UiTM
publishDate 2015
url http://ir.uitm.edu.my/id/eprint/19591/1/ABS_SURAYA%20MASROM%20TDRA%20VOL%208%20IGS%2015.pdf
http://ir.uitm.edu.my/id/eprint/19591/
_version_ 1685649234010832896
score 13.209306

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