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Virtual Topology Reconfiguration Issues in Evolution of WDM Optical Networks

机译:WDM光网络演进中的虚拟拓扑重新配置问题

摘要

We consider the reconfiguration problem in multi-fiber WDM optical networks. In a real-time network as the traffic evolves with time: the virtual topology may not remain optimal for the evolving traffic, leading to a degradation of network performance. However, adapting the virtual topology to the changing traffic may lead to service disruption. This optimization problem hence captures the trade-off between network performance and number of reconfigurations applied to the virtual topology. The above problem is solved through a Mixed Integer Linear Programming formulation with a multivariate objective function, that captures both these parameters. However the problem is NP-hard and such an approach is unable to solve large problem instances in a reasonable time. In this paper, we also propose a simulated annealing based heuristic algorithm for solving problems of higher complexity. We compare the performance and the computation time of the MILP model and the heuristic algorithm considering different tests instances. Our results indicate that simulated annealing obtains results within 5% of the optimal solution, thus making it a viable approach in large scale networks.
机译:我们考虑多光纤WDM光网络中的重新配置问题。在实时网络中,随着流量随时间的推移而变化:虚拟拓扑可能无法针对不断发展的流量保持最佳状态,从而导致网络性能下降。但是,使虚拟拓扑适应不断变化的流量可能会导致服务中断。因此,此优化问题捕获了网络性能和应用于虚拟拓扑的重新配置次数之间的折衷。上述问题是通过具有多个目标函数的混合整数线性规划公式来解决的,该公式捕获了这两个参数。但是,问题是NP难题,并且这种方法无法在合理的时间内解决较大的问题实例。在本文中,我们还提出了一种基于模拟退火的启发式算法来解决较高复杂度的问题。我们比较了考虑不同测试实例的MILP模型和启发式算法的性能和计算时间。我们的结果表明,模拟退火所获得的结果在最佳解决方案的5%以内,因此使其成为大规模网络中的可行方法。

著录项

  • 作者

    Huiban Gurvan; Datta Pallab;

  • 作者单位
  • 年度 2006
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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