基于网络编码的动态组播路由量子进化算法

Huanlai Xing, Lexi Xu, R. Qu, Zhijian Qu
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引用次数: 7

摘要

本文研究了动态网络环境下计算资源和带宽资源共同优化的网络编码组播路由问题,并对其进行了建模。为了解决上述问题,提出了一种量子启发进化算法(QEA),设计了一种重启方案,使量子启发进化算法能够很好地适应动态环境中不断变化的最优点的跟踪。实验结果表明,所提出的QEA算法在获得最优解方面优于许多现有的进化算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A quantum inspired evolutionary algorithm for dynamic multicast routing with network coding
This paper studies and models the multicast routing problem with network coding in dynamic network environment, where computational and bandwidth resources are to be jointly optimized. A quantum inspired evolutionary algorithm (QEA) is developed to address the problem above, where a restart scheme is devised for well adapting QEA for tracing the ever-changing optima in dynamic environment. Experimental results show that the proposed QEA outperforms a number of existing evolutionary algorithms in terms of the best solution obtained.
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