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Mobile agent routing for query retrieval using genetic algorithm


Selamat, A. and Selamat, M. H. and Omatu, S. (2004) Mobile agent routing for query retrieval using genetic algorithm. In: Knowledge Management International Conference and Exhibition 2004 (KMICE 2004), 14-15 February 2004, Evergreen Laurel Hotel, Penang.

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Abstract

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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN 983-2865-90-5 Organized by: Faculty of Information Technology, UUM
Uncontrolled Keywords: Mobile agent, query retrieval, genetic algorithm, network routing.
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: College of Arts and Sciences
Depositing User: Mrs. Norazmilah Yaakub
Date Deposited: 13 Apr 2015 07:44
Last Modified: 13 Apr 2015 07:44
URI: http://repo.uum.edu.my/id/eprint/13826

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