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  • 标题:Comparing greedy constructive heuristic subtour elimination methods for the traveling salesman problem
  • 本地全文:下载
  • 作者:Petar Jackovich ; Bruce Cox ; Raymond R. Hill
  • 期刊名称:Journal of Defense Analytics and Logistics
  • 印刷版ISSN:2399-6439
  • 出版年度:2020
  • 卷号:4
  • 期号:2
  • 页码:167-182
  • DOI:10.1108/JDAL-09-2020-0018
  • 摘要:Purpose This paper aims to define the class of fragment constructive heuristics used to compute feasible solutions for the traveling salesman problem (TSP) into edge-greedy and vertex-greedy subclasses. As these subclasses of heuristics can create subtours, two known methodologies for subtour elimination on symmetric instances are reviewed and are expanded to cover asymmetric problem instances. This paper introduces a third novel subtour elimination methodology, the greedy tracker (GT), and compares it to both known methodologies. Design/methodology/approach Computational results for all three subtour elimination methodologies are generated across 17 symmetric instances ranging in size from 29 vertices to 5,934 vertices, as well as 9 asymmetric instances ranging in size from 17 to 443 vertices. Findings The results demonstrate the GT is the fastest method for preventing subtours for instances below 400 vertices. Additionally, a distinction between fragment constructive heuristics and the subtour elimination methodology used to ensure the feasibility of resulting solutions enables the introduction of a new vertex-greedy fragment heuristic called ordered greedy. Originality/value This research has two main contributions: first, it introduces a novel subtour elimination methodology. Second, the research introduces the concept of ordered lists which remaps the TSP into a new space with promising initial computational results.
  • 关键词:Traveling salesman problem;Constructive heuristic;Edge greedy;Multiple fragment heuristic;Subtour elimination;Vertex greedy;Heuristic;Fragment constructive heuristic;Exhaustive loop;Greedy tracker;Ordered greedy
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