Research on Network Congestion Control Based on Quantum Genetic Algorithm

Gang Lei; Xia Yin; Wei Shi

doi:10.4028/www.scientific.net/AMM.513-517.845

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 513-517Research on Network Congestion Control Based on...

Research on Network Congestion Control Based on Quantum Genetic Algorithm

Abstract:

An optimization mathematical model of QoS routing, which with the objectives of network congestion control, is presented in this paper. Combining quantum computation and genetic algorithm, an algorithm for network congestion control based on quantum genetic algorithm (QGA) is proposed. Quantum bit and quantum rotation gate operation are used to update the chromosomes. The simulation results manifest that this algorithm is of fast speed and high efficiency and easily escape from local optimal solution. It can improve network performance and arrive at the purpose of congestion control.

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Periodical:

Applied Mechanics and Materials (Volumes 513-517)

Pages:

845-849

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.513-517.845

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Online since:

February 2014

Authors:

Gang Lei*, Xia Yin, Wei Shi

Keywords:

Network Congestion, Optimization, QoS Routing, Quantum Genetic Algorithm

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* - Corresponding Author

References

[1] T.J. Ott, T.V. Lakshman, L.H. Wong. SRED: Stabilized RED. In Proceedings of IEEE INFOCOM, 1999, pp.1346-1354.

Google Scholar

[2] W. Feng, K.G. Shin, D.D. Kandlur, D. Saha. The BLUE Active Queue Management Algorithms. IEEE/ACM Transactions on Networking, 2002, 10(4): pp.513-528.

DOI: 10.1109/tnet.2002.801399

Google Scholar

[3] C.V. Hollot, V. Misra, D. Towsley. On Designing Improved Controllers for AQM Routers Supporting TCP Flows. In Proceedings of IEEE INFOCOM, 2001, pp.1726-1734.

DOI: 10.1109/infcom.2001.916670

Google Scholar

[4] Yang Jun-An Zhang Zhen-Quan, Actuality of Research on Quantum Genetic Algorithm. Computer Science, 2003, 30 (11): p.13~15.

Google Scholar

[5] Dong Wu-shi, Ke Zong-wu, Chen Nian-sheng, QoS multicast routing algorithm based on QGA. Computer Engineering and Applications, 2007, 43(27): p.144~147.

Google Scholar