求解旅行商问题的多层图划分方案

Rana Atif Ali Khan, Muhammad Umair Khan, Muneeb Iqbal
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引用次数: 14

摘要

旅行商问题看似简单,却是一个重要的组合问题。本文提出了一种新的混合方案,以求每个城市只游览一次,并返回起始城市的最短旅行距离。利用多层图划分方法求解旅行商问题。虽然旅行商问题本身是一个非常困难的问题,因为它属于np完全问题类,但提出了一个最好的解决方案,即使用多层图划分,也属于np完全问题类。为了降低复杂度,采用k-均值划分算法,将主要问题划分为多个分区。然后分别求解每个分区,最后应用Lin Kernighan算法改进整体游的解。通过这些分析,得出了一个趋向于解决旅行商问题的最优解,并可用于更高级、更复杂的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multilevel Graph Partitioning Scheme to Solve Traveling Salesman Problem
Traveling salesman problem looks simple but it is an important combinatorial problem. This paper proposes a new hybrid scheme to find the shortest distance of tour in which each city is visited exactly one time, with the return back to the starting city. Traveling salesman problem is solved using multilevel graph partitioning approach. Although traveling salesman problem itself is a very difficult problem as it belongs to the NP-Complete problem class, yet one of the best possible solution is proposed using multilevel graph partitioning which also belongs to the NP-Complete problem class. To reduce the complexity, k-mean partitioning algorithm is used which divides the main problem into multiple partitions. Then solving each partition separately and thus finally improving the solution for overall tours by applying Lin Kernighan algorithm. From all of this analysis, an optimal solution is produced which tends to solve travelling salesman problem and could be used in more advance and complex applications.
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