一种新的启发式光网络拓扑优化方法

Isman Junian Rahman, Ayu Rosyida Zain, Nana R. Syambas
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引用次数: 5

摘要

本文提出了一种新的启发式光网络拓扑设计与优化算法。光网络拓扑通常具有环形拓扑;因此,它可以用旅行商问题来建模。此外,采用启发式方法对TSP模型进行求解,并在较短的时间内得到最优环拓扑。拓扑结果的质量和结果以最小权重值为基础。该算法将确定低于某个值的起始点或一组链接,然后不断增长,直到每个节点都成功通过或访问。通过将最小权值与其他算法(如蛮力算法、蚁群算法和其他相关算法)进行比较,检验该算法的质量。该算法比蚁群算法更能生成权值最小的环形拓扑,计算时间比蛮力算法快得多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new heuristic method for optical network topology optimization
This paper develops a new heuristic algorithm for optical network topology design and optimization. An optical network topology typically has a ring topology; therefore, it can be modelled with the Travelling Salesman Problem. Furthermore, solution can be obtained from the TSP's model using heuristic method and get an optimal ring topology in a quick time. The quality and result of the topology result is based on the minimum weight value. This proposed algorithm will determine the starting point or set of links that are below some value and then will grow until every node are successfully passed or visited. This algorithm's quality is tested by comparing the minimum weight value with others algorithms such as brute force algorithm, ant colony algorithm, and another related algorithm. This proposed algorithm can produce a ring topology with a minimum weight value better than ant colony algorithm and the computing time is much faster than brute force.
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