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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| Format: | Thesis |
| Language: | en |
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2015
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| Online Access: | http://eprints.usm.my/31453/1/Modified_And_Ensemble_Intelligent_Water_Drop_Algorithms_And_Their_Applications.pdf http://eprints.usm.my/31453/ |
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| _version_ | 1834499652280385536 |
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| author | O. F. Alijla, Basem |
| author_facet | O. F. Alijla, Basem |
| author_sort | O. F. Alijla, Basem |
| building | Hamzah Sendut Library |
| collection | Institutional Repository |
| content_provider | Universiti Sains Malaysia |
| content_source | USM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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 |
| id | my.usm.eprints.31453 |
| institution | Universiti Sains Malaysia |
| language | en |
| publishDate | 2015 |
| record_format | eprints |
| spelling | my.usm.eprints.31453 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 |
| 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/31453/1/Modified_And_Ensemble_Intelligent_Water_Drop_Algorithms_And_Their_Applications.pdf http://eprints.usm.my/31453/ |
| url_provider | http://eprints.usm.my/ |