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Improving TSP Tours Using Dynamic Programming over Tree Decompositions

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cris.lastimport.scopus2024-02-12T20:03:32Z
dc.abstract.enGiven a traveling salesman problem (TSP) tour H in graph G, a k-move is an operation which removes k edges from H, and adds k edges of G so that a new tour H' is formed. The popular k-opt heuristic for TSP finds a local optimum by starting from an arbitrary tour H and then improving it by a sequence of k-moves. Until 2016, the only known algorithm to find an improving k-move for a given tour was the naive solution in time O(n^k). At ICALP'16 de Berg, Buchin, Jansen and Woeginger showed an O(n^{floor(2/3k)+1})-time algorithm. We show an algorithm which runs in O(n^{(1/4 + epsilon_k)k}) time, where lim_{k -> infinity} epsilon_k = 0. It improves over the state of the art for every k >= 5. For the most practically relevant case k=5 we provide a slightly refined algorithm running in O(n^{3.4}) time. We also show that for the k=4 case, improving over the O(n^3)-time algorithm of de Berg et al. would be a major breakthrough: an O(n^{3 - epsilon})-time algorithm for any epsilon > 0 would imply an O(n^{3 - delta})-time algorithm for the All Pairs Shortest Paths problem, for some delta>0.
dc.affiliationUniwersytet Warszawski
dc.conference.countryAustria
dc.conference.datefinish2017-09-06
dc.conference.datestart2017-09-04
dc.conference.placeVienna
dc.conference.seriesEuropean Symposium on Algorithms
dc.conference.seriesEuropean Symposium on Algorithms
dc.conference.seriesshortcutESA
dc.conference.shortcutESA 2017
dc.conference.weblinkhttps://algo2017.ac.tuwien.ac.at/esa/
dc.contributor.authorSocała, Arkadiusz
dc.contributor.authorCygan, Marek
dc.contributor.authorKowalik, Łukasz
dc.date.accessioned2024-01-25T03:59:05Z
dc.date.available2024-01-25T03:59:05Z
dc.date.issued2017
dc.description.financeNie dotyczy
dc.identifier.doi10.4230/LIPICS.ESA.2017.30
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/109123
dc.identifier.weblinkhttps://drops.dagstuhl.de/opus/volltexte/2017/7853/
dc.languageeng
dc.pbn.affiliationcomputer and information sciences
dc.relation.pages30:1--30:14
dc.rightsClosedAccess
dc.sciencecloudnosend
dc.titleImproving TSP Tours Using Dynamic Programming over Tree Decompositions
dc.typeJournalArticle
dspace.entity.typePublication