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A fast path-based ILP formulation for offline RWA in mesh optical networks

机译:网状光网络中离线RWA的基于路径的快速ILP公式

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摘要

RWA is a fundamental problem in the design and control of optical networks. We introduce the concept of symmetric RWA solutions and present a new ILP formulation to construct optimally such solutions. The formulation scales to mesh topologies representative of backbone and regional networks. Numerical results demonstrate that the new formulation achieves a decrease of up to two orders of magnitude in running time compared to existing formulations. In particular, optimal solutions for topologies up to 20 nodes can be obtained within minutes using commodity CPUs, and larger networks can be solved in reasonable time. Our approach significantly lowers the barrier to entry in fully exploring the solution space of optical network design and in investigating the sensitivity of design decisions to forecast demands via extensive “what-if” analysis. Such analysis cannot be carried out currently without large investments in computational resources and time.
机译:RWA是光网络设计和控制中的基本问题。我们介绍了对称RWA解决方案的概念,并提出了一种新的ILP公式来构建最佳的此类解决方案。该公式可扩展为代表骨干网和区域网络的网状拓扑。数值结果表明,与现有配方相比,新配方的运行时间最多减少了两个数量级。特别是,使用商用CPU可以在数分钟内获得多达20个节点的拓扑的最佳解决方案,并且可以在合理的时间内解决更大的网络。我们的方法极大地降低了进入充分探索光网络设计解决方案空间的门槛,并通过广泛的“假设分析”调查调查设计决策对需求的敏感性。如果没有大量的计算资源和时间投入,目前无法进行这种分析。

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