Route planning for agent-based information retrieval

Route planning for agent-based information retrieval

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Article ID: iaor20106357
Volume: 47
Issue: 1
Start Page Number: 77
End Page Number: 96
Publication Date: Sep 2010
Journal: Computational Optimization and Applications
Authors: , ,
Keywords: agent technology, information systems
Abstract:

This article focuses on Mobile Agents and their use for information retrieval. A multi-agent system is considered; a number of agents are involved in a collective effort to retrieve distributed data from network nodes. Increasing the number of agents may speed-up information retrieval but is burdensome to performance. Initiating with a given number of agents, our objective is to determine the routes of the agents so that the task completion time is minimized. Two known and one new polynomial-time algorithms are tested that produce near-optimal solutions. Simulation results show the cases for which each one is most effective. Additionally, we study the influence of various parameters on the solution. By parametrically varying the number of agents, our method can be used to determine the minimum number that satisfies the desired trade-off between time and performance.

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