Skip to main content
Erschienen in: Journal of Combinatorial Optimization 4/2022

25.06.2021

Approximation algorithms with constant ratio for general cluster routing problems

verfasst von: Xiaoyan Zhang, Donglei Du, Gregory Gutin, Qiaoxia Ming, Jian Sun

Erschienen in: Journal of Combinatorial Optimization | Ausgabe 4/2022

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Due to their ubiquity and extensive applications, graph routing problems have been widely studied in the fields of operations research, computer science and engineering. An important example of a routing problem is the traveling salesman problem. In this paper, we consider two variants of the general cluster routing problem. In these variants, we are given a complete undirected graph \(G=(V,E)\) with a metric cost function c and a partition \(V=C_{1}\cup C_{2}\cdots \cup C_{k}\) of the vertex set. For a given subset \(V^{'}\) of V and subset \(E^{'}\) of E, the task is to find a walk T with minimum cost such that it visits each vertex in \(V^{\prime }\) exactly once and covers each edge in \(E^{\prime }\) at least once. Besides, for every \(i\in [k]\), all the vertices in \(T\cap C_i\) are required to be visited consecutively in T. We design two combinatorial approximation algorithms with ratios 21/11 and 2.75 for the two variants, respectively; both ratios match the approximation ratios for the corresponding variants of the cluster traveling salesman problem, a special case of general cluster routing problem.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat An H-C, Kleinberg R, Shmoys D-B (2015) Improving Christofides’ algorithm for the \(s\)-\(t\) path TSP. J ACM 62(5):34MathSciNetCrossRef An H-C, Kleinberg R, Shmoys D-B (2015) Improving Christofides’ algorithm for the \(s\)-\(t\) path TSP. J ACM 62(5):34MathSciNetCrossRef
Zurück zum Zitat Anily S, Bramel J-D, Hertz A (1999) A 5/3-approximation algorithm for the clustered traveling salesman tour and path problems. Oper Res Lett 24(1–2):29–35MathSciNetCrossRef Anily S, Bramel J-D, Hertz A (1999) A 5/3-approximation algorithm for the clustered traveling salesman tour and path problems. Oper Res Lett 24(1–2):29–35MathSciNetCrossRef
Zurück zum Zitat Bienstock D, Goemans M-X, Simchi D, Williamson D-P (1991) A note on the prize-collecting traveling salesman problem. Math Program 59:413–420MathSciNetCrossRef Bienstock D, Goemans M-X, Simchi D, Williamson D-P (1991) A note on the prize-collecting traveling salesman problem. Math Program 59:413–420MathSciNetCrossRef
Zurück zum Zitat Christofides N (1976) Worst-case analysis of a new heuristic for the traveling salesman problem. Carnegie-Mellon Univ Pittsburgh Pa Management Sciences Research Group Christofides N (1976) Worst-case analysis of a new heuristic for the traveling salesman problem. Carnegie-Mellon Univ Pittsburgh Pa Management Sciences Research Group
Zurück zum Zitat Gutin G, Punnen A (2002) The traveling salesman problem and its variations. Kluwer, DordrechtMATH Gutin G, Punnen A (2002) The traveling salesman problem and its variations. Kluwer, DordrechtMATH
Zurück zum Zitat Gutin G, Yeo A, Zverovich A (2002) Traveling salesman should not be greedy: domination analysis of greedy-type heuristics for the TSP. Discrete Appl Math 117(1–3):81–86MathSciNetCrossRef Gutin G, Yeo A, Zverovich A (2002) Traveling salesman should not be greedy: domination analysis of greedy-type heuristics for the TSP. Discrete Appl Math 117(1–3):81–86MathSciNetCrossRef
Zurück zum Zitat Guttmann-Beck N, Hassin R, Khuller S, Raghavachari B (2000) Approximation algorithms with bounded performance guarantees for the clustered traveling salesman problem. Algorithmica 28:422–437MathSciNetCrossRef Guttmann-Beck N, Hassin R, Khuller S, Raghavachari B (2000) Approximation algorithms with bounded performance guarantees for the clustered traveling salesman problem. Algorithmica 28:422–437MathSciNetCrossRef
Zurück zum Zitat Hoogeveen J-A (1991) Analysis of Christofides’ heuristic: some paths are more difficult than cycles. Oper Res Lett 10:291–295MathSciNetCrossRef Hoogeveen J-A (1991) Analysis of Christofides’ heuristic: some paths are more difficult than cycles. Oper Res Lett 10:291–295MathSciNetCrossRef
Zurück zum Zitat Lin S, Kernighan B-W (1973) An effective heuristic algorithm for the traveling salesman problem. Oper Res 21(2):498–516MathSciNetCrossRef Lin S, Kernighan B-W (1973) An effective heuristic algorithm for the traveling salesman problem. Oper Res 21(2):498–516MathSciNetCrossRef
Zurück zum Zitat Lovász L (1976) On some connectivity properties of Eulerian multigraphs. Atca Math Acad Sci Hung 28:129–138CrossRef Lovász L (1976) On some connectivity properties of Eulerian multigraphs. Atca Math Acad Sci Hung 28:129–138CrossRef
Zurück zum Zitat Sebö A (2013) Eight fifth approximation for TSP paths. In: Goemans M, Correa J (eds) Integer Programming and Combinatorial Optimization 2013, LNCS, vol 7801. Springer. Berlin, Heidelberg, pp 362–374 Sebö A (2013) Eight fifth approximation for TSP paths. In: Goemans M, Correa J (eds) Integer Programming and Combinatorial Optimization 2013, LNCS, vol 7801. Springer. Berlin, Heidelberg, pp 362–374
Zurück zum Zitat Sebö A, Vygen J (2014) Shorter tours by nicer ears: 7/5-approximation for the graph-TSP, 3/2 for the path version, and 4/3 for two-edge-connected subgraphs. Combinatorica 34(5):597–629MathSciNetCrossRef Sebö A, Vygen J (2014) Shorter tours by nicer ears: 7/5-approximation for the graph-TSP, 3/2 for the path version, and 4/3 for two-edge-connected subgraphs. Combinatorica 34(5):597–629MathSciNetCrossRef
Zurück zum Zitat Traub V, Vygen J (2018) Beating the integrality ratio for \(s\)-\(t\)-tours in graphs. In: Proceedings of 59th annual symposium on foundations of computer science, pp 766–777 Traub V, Vygen J (2018) Beating the integrality ratio for \(s\)-\(t\)-tours in graphs. In: Proceedings of 59th annual symposium on foundations of computer science, pp 766–777
Zurück zum Zitat Traub V, Vygen J (2019) Approaching \(\frac{3}{2}\) for the \(s\)-\(t\) path TSP. J ACM 66(2):14MathSciNetMATH Traub V, Vygen J (2019) Approaching \(\frac{3}{2}\) for the \(s\)-\(t\) path TSP. J ACM 66(2):14MathSciNetMATH
Zurück zum Zitat Zenklusen R-A (2019) \(1.5\)-Approximation for path TSP. In: Proceedings of the 30th annual ACM-SIAM symposium on discrete algorithms, pp 1539–1549 Zenklusen R-A (2019) \(1.5\)-Approximation for path TSP. In: Proceedings of the 30th annual ACM-SIAM symposium on discrete algorithms, pp 1539–1549
Zurück zum Zitat Zhang X, Du D, Gutin G, Ming Q, Sun J (2020) Approximation algorithms for general cluster routing problem. In: Kim D., Uma R., Cai Z., Lee D. (eds) Computing and combinatorics. COCOON 2020. Lecture notes in computer science, vol 12273. Springer, Cham. https://doi.org/10.1007/978-3-030-58150-3_38 Zhang X, Du D, Gutin G, Ming Q, Sun J (2020) Approximation algorithms for general cluster routing problem. In: Kim D., Uma R., Cai Z., Lee D. (eds) Computing and combinatorics. COCOON 2020. Lecture notes in computer science, vol 12273. Springer, Cham. https://​doi.​org/​10.​1007/​978-3-030-58150-3_​38
Metadaten
Titel
Approximation algorithms with constant ratio for general cluster routing problems
verfasst von
Xiaoyan Zhang
Donglei Du
Gregory Gutin
Qiaoxia Ming
Jian Sun
Publikationsdatum
25.06.2021
Verlag
Springer US
Erschienen in
Journal of Combinatorial Optimization / Ausgabe 4/2022
Print ISSN: 1382-6905
Elektronische ISSN: 1573-2886
DOI
https://doi.org/10.1007/s10878-021-00772-8

Weitere Artikel der Ausgabe 4/2022

Journal of Combinatorial Optimization 4/2022 Zur Ausgabe

Premium Partner