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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| Format: | Book Section |
| Language: | English |
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Institute of Graduate Studies, UiTM
2015
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| Online Access: | http://ir.uitm.edu.my/id/eprint/19591/ http://ir.uitm.edu.my/id/eprint/19591/1/ABS_SURAYA%20MASROM%20TDRA%20VOL%208%20IGS%2015.pdf |
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uitm-19591 |
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eprints |
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uitm-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. |
| repository_type |
Digital Repository |
| institution_category |
Local University |
| institution |
Universiti Teknologi MARA |
| building |
UiTM Institutional Repository |
| collection |
Online Access |
| 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/ http://ir.uitm.edu.my/id/eprint/19591/1/ABS_SURAYA%20MASROM%20TDRA%20VOL%208%20IGS%2015.pdf |
| first_indexed |
2023-09-18T23:02:53Z |
| last_indexed |
2023-09-18T23:02:53Z |
| _version_ |
1777418291252297728 |