Edson Lopes da Silva Junior, V. S. Silva, L. B. Gonçalves, L. Moreno, S. Soares
{"title":"An Efficient Algorithm for the Tabu Clustered Traveling Salesman Problem","authors":"Edson Lopes da Silva Junior, V. S. Silva, L. B. Gonçalves, L. Moreno, S. Soares","doi":"10.1109/BRACIS.2019.00058","DOIUrl":null,"url":null,"abstract":"This paper addresses the Tabu Clustered Traveling Salesman Problem, a recent variation of TSP motivated by a real-life application in the management of satellite network. In the TCTSP, nodes are split into two distinct partitions, named tabus and clusters. The TCTSP consists of finding a minimum cost cycle that contains exactly one node of each tabu and visits nodes of the same cluster consecutively. We propose a reactive GRASP heuristic that is competitive in terms of both time efficiency and solution quality in comparison with the literature results.","PeriodicalId":335206,"journal":{"name":"Brazilian Conference on Intelligent Systems","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brazilian Conference on Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BRACIS.2019.00058","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper addresses the Tabu Clustered Traveling Salesman Problem, a recent variation of TSP motivated by a real-life application in the management of satellite network. In the TCTSP, nodes are split into two distinct partitions, named tabus and clusters. The TCTSP consists of finding a minimum cost cycle that contains exactly one node of each tabu and visits nodes of the same cluster consecutively. We propose a reactive GRASP heuristic that is competitive in terms of both time efficiency and solution quality in comparison with the literature results.