Research on Optimization Algorithm of Network Resources and Paths Based on Ant Colony

Xiao Ming Bai; Dan Wu

doi:10.4028/www.scientific.net/AMM.263-266.2324

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 263-266Research on Optimization Algorithm of Network...

Research on Optimization Algorithm of Network Resources and Paths Based on Ant Colony

Abstract:

Starting with high availability of Websites, by executing load balancing strategies, the author designs and implements an optimization algorithm of network resources and paths based on ant colony. Firstly, defining resource allocation process and objective function; secondly, discussing improvements to integrated load parameters; then, focusing on analysis of principles of ants moving, updates of pheromone concentration, ants’ data structures, and algorithm flow; Finally, simulating test by MATLAB. The solutions above can provide higher reliability and availability for Web services by balancing traffic and load.

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Periodical:

Applied Mechanics and Materials (Volumes 263-266)

Pages:

2324-2327

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.263-266.2324

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Online since:

December 2012

Authors:

Xiao Ming Bai, Dan Wu

Keywords:

Ant Colony Algorithm (ACA), Availability, Website Load Balancing

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References

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