期刊文献+

基于遗传算法的波分复用环网业务疏导

Traffic Crooming in Wavelength-Division-Multiplexing(WDM) Rings: A Genetic Algorithm Approach
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摘要 通过把波分复用环网中的业务疏导问题归结为组合优化问题 ,提出了一种基于遗传算法的业务疏导算法 .该算法可用于单向环网或双向环网 ,并适用于任何类型的业务需求 .数值结果表明 ,该算法的性能优于贪婪算法 ,总体和模拟退火算法相当 。 By showing that traffic grooming can be formulated as combinatorial optimization problems, this paper proposed a genetic algorithm (GA) based algorithm for traffic grooming. The algorithm can be applied to the traffic grooming in both unidirectional and bi directional rings assuming arbitrary traffic patterns. The numerical results demonstrate that the proposed algorithm performs better than the greedy heuristic and is comparable to the simulated annealing (SA) based heuristic or even better than the SA heuristic in some aspects.
作者 徐捷 曾庆济
出处 《上海交通大学学报》 EI CAS CSCD 北大核心 2002年第6期769-772,共4页 Journal of Shanghai Jiaotong University
基金 国家自然科学基金资助项目 (69990 5 0 4)
关键词 波分复用环网 业务疏导 SDH上下路复用设备 遗传算法 组合优化问题 光电设备 网络结构 wavelength division multiplexing(WDM) SDH add drop multiplexer traffic grooming genetic algorithm(GA)
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参考文献5

  • 1[1]Chiu A L,Modiano E.Traffic grooming algorithms for reducing electronic multiplexing costs in WDM ring networks [J].IEEE/OSA Journal of Lightwave Technology,2000,18(1):2-12.
  • 2[2]Zhang X,Qiao C.An effective and comprehensive approach for traffic grooming and wavelength assignment in SONET/WDM rings [J].IEEE/ACM Transaction on Networking,2000,8(5):608-617.
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  • 5[5]Michalewicz A.Genetic algorithm+data structures=evolution programs[M].3rd ed.Berlin:Springer,1996.33-94.

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