Route selection of mobile agent for query retrieval using GA
Mobile agents often have a task to collect data from several predefined sites. This should be done in an efficient way by minimizing the elapsed time. Usually these agents only know the list of sites but not the distances between them. This paper proposes a method to minimize a network routing time...
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| Format: | Article |
| Language: | en |
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Universiti Malaya
2004
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| Online Access: | http://eprints.utm.my/3094/1/Journal-UM-ali-selamat-Final2.pdf http://eprints.utm.my/3094/ http://mjcs.fsktm.um.edu.my/document.aspx?FileName=300.pdf |
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| _version_ | 1845470827432116224 |
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| author | Selamat, Ali Selamat, Md. Hafiz |
| author_facet | Selamat, Ali Selamat, Md. Hafiz |
| author_sort | Selamat, Ali |
| building | UTM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Malaysia |
| content_source | UTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Mobile agents often have a task to collect data from several predefined sites. This should be done in an efficient way by minimizing the elapsed time. Usually these agents only know the list of sites but not the distances between them. This paper proposes a method to minimize a network routing time taken by the mobile agents to collect information from different sites using genetic algorithm (GA). The mobile agents repeat travelling over short routes and avoid longer ones. Mobile agents for query retrieval have used the GA to select the best routes that minimize the query retrieval time. The result shows that the proposed method provides good time minimization in retrieving the query results by the mobile agents based on different GA parameters. |
| format | Article |
| id | my.utm.eprints-3094 |
| institution | Universiti Teknologi Malaysia |
| language | en |
| publishDate | 2004 |
| publisher | Universiti Malaya |
| record_format | eprints |
| spelling | my.utm.eprints-30942010-06-01T03:07:12Z http://eprints.utm.my/3094/ Route selection of mobile agent for query retrieval using GA Selamat, Ali Selamat, Md. Hafiz ZA4050 Electronic information resources QA76 Computer software Mobile agents often have a task to collect data from several predefined sites. This should be done in an efficient way by minimizing the elapsed time. Usually these agents only know the list of sites but not the distances between them. This paper proposes a method to minimize a network routing time taken by the mobile agents to collect information from different sites using genetic algorithm (GA). The mobile agents repeat travelling over short routes and avoid longer ones. Mobile agents for query retrieval have used the GA to select the best routes that minimize the query retrieval time. The result shows that the proposed method provides good time minimization in retrieving the query results by the mobile agents based on different GA parameters. Universiti Malaya 2004-12 Article PeerReviewed application/pdf en http://eprints.utm.my/3094/1/Journal-UM-ali-selamat-Final2.pdf Selamat, Ali and Selamat, Md. Hafiz (2004) Route selection of mobile agent for query retrieval using GA. Malaysian Journal of Computer Science, 17 (2). http://mjcs.fsktm.um.edu.my/document.aspx?FileName=300.pdf |
| spellingShingle | ZA4050 Electronic information resources QA76 Computer software Selamat, Ali Selamat, Md. Hafiz Route selection of mobile agent for query retrieval using GA |
| title | Route selection of mobile agent for query retrieval using GA |
| title_full | Route selection of mobile agent for query retrieval using GA |
| title_fullStr | Route selection of mobile agent for query retrieval using GA |
| title_full_unstemmed | Route selection of mobile agent for query retrieval using GA |
| title_short | Route selection of mobile agent for query retrieval using GA |
| title_sort | route selection of mobile agent for query retrieval using ga |
| topic | ZA4050 Electronic information resources QA76 Computer software |
| url | http://eprints.utm.my/3094/1/Journal-UM-ali-selamat-Final2.pdf http://eprints.utm.my/3094/ http://mjcs.fsktm.um.edu.my/document.aspx?FileName=300.pdf |
| url_provider | http://eprints.utm.my/ |