基于TSP数据的几个欧洲国家之间的经济联系

Log. J. IGPL Pub Date : 2019-12-31 DOI:10.1093/jigpal/jzz069
G. Crişan, C. Pintea, P. Pop, Oliviu Matei
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引用次数: 2

摘要

国与国之间顺畅的经济合作是一项重大需要。欧洲的贸易和人员流动得到了一个地理区域主要地区之间的有效联系的支持,在许多情况下,这种联系超越了国界。本文介绍了三个基于法国、葡萄牙和西班牙主要城市地理坐标的旅行推销员问题实例。这些实例是统一的,产生另外四个更大的实例:三个包含所有对国家,一个包含所有三个国家的定居点。研究了一种分支切算法的解的质量分析,以及包括Lin-Kernighan算法在内的几种混合启发式算法。$Bor\ mathing {u}vka$、Quick$Bor\ mathing {u}vka$和Greedy算法也被用于混合方法中,以获得Lin-Kernighan算法的潜在有益初始解。利用当今最先进的精确求解软件协和求解器,结合上述算法,对新的TSP实例进行了测试和进一步分析。一些结果是通过谷歌地图等在线服务来表示的,这表明协和式飞机的最佳结果有可能集成到商业路由应用中。Lin-Kernighan方法提供的非常好的结果允许它用于真正的中等路由实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Economical connections between several European countries based on TSP data
A fluent economical collaboration between countries is a major need. European flows of trade and people are supported by efficient connections between main localities from a geographic region, in many cases overriding national borders. This paper introduces three traveling salesmen problem instances based on freely available geographic coordinates of the main cities of France, Portugal and Spain. These instances are unified, generating other four larger instances: three with all pairs of countries and one instance with the settlements from all the three countries. The study includes an analysis of quality of solutions for a version of branch & cut algorithm and some hybrid heuristics including the Lin–Kernighan algorithm. $Bor\mathring{u}vka$, Quick$Bor\mathring{u}vka$ and Greedy algorithms are also used in the hybrid approaches in order to obtain a potential beneficent initial solution for the Lin–Kernighan algorithm. Concorde solver, nowadays state-of-the-art exact software, together with the already mentioned algorithms, is used to test and furthermore analyze the new TSP instances. Some results are represented using online services such as Google Maps, showing the potential integration of the Concorde’s optimum results into commercial routing applications. The very good results provided by the Lin–Kernighan method allow its usage for real medium-sized routing instances.
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