Skip to main content

2018 | OriginalPaper | Buchkapitel

Approximation Algorithms for the Maximum m-Peripatetic Salesman Problem

verfasst von : Edward Kh. Gimadi, Oxana Yu. Tsidulko

Erschienen in: Analysis of Images, Social Networks and Texts

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

We consider the maximum m-Peripatetic Salesman Problem (MAX m-PSP), which is a natural generalization of the classic Traveling Salesman Problem. The problem is strongly NP-hard. In this paper we propose two polynomial approximation algorithms for the MAX m-PSP with different and identical weight functions, correspondingly. We prove that for random inputs uniformly distributed on the interval [ab] these algorithms are asymptotically optimal for \(m=o(n)\). This means that with high probability their relative errors tend to zero as the number n of the vertices of the graph tends to infinity. The results remain true for the distributions of inputs that minorize the uniform distribution.

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 "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!

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!

Literatur
1.
Zurück zum Zitat Ageev, A.A., Baburin, A.E., Gimadi, E.K.: A 3/4 approximation algorithms for finding two disjoint Hamiltonian cycles of maximum weight. J. Appl. Indust. Math. 1(2), 142–147 (2007)CrossRef Ageev, A.A., Baburin, A.E., Gimadi, E.K.: A 3/4 approximation algorithms for finding two disjoint Hamiltonian cycles of maximum weight. J. Appl. Indust. Math. 1(2), 142–147 (2007)CrossRef
2.
Zurück zum Zitat Angluin, D., Valiant, L.G.: Fast probabilistic algorithms for Hamiltonian circuits and matchings. J. Comp. Syst. Sci. 18(2), 155–193 (1979)MathSciNetCrossRefMATH Angluin, D., Valiant, L.G.: Fast probabilistic algorithms for Hamiltonian circuits and matchings. J. Comp. Syst. Sci. 18(2), 155–193 (1979)MathSciNetCrossRefMATH
3.
Zurück zum Zitat Baburin, A.E., Gimadi, E.K.: On the asymptotic optimality of an algorithm for solving the maximum \(m\)-PSP in a multidimensional euclidean space. Proc. Steklov Inst. Math. 272(1), 1–13 (2011)MathSciNetCrossRefMATH Baburin, A.E., Gimadi, E.K.: On the asymptotic optimality of an algorithm for solving the maximum \(m\)-PSP in a multidimensional euclidean space. Proc. Steklov Inst. Math. 272(1), 1–13 (2011)MathSciNetCrossRefMATH
4.
Zurück zum Zitat Bollobás, B., Fenner, T.I., Frieze, A.M.: An algorithm for finding Hamilton paths and cycles in random graphs. Combinatorica 7, 327–341 (1987)MathSciNetCrossRefMATH Bollobás, B., Fenner, T.I., Frieze, A.M.: An algorithm for finding Hamilton paths and cycles in random graphs. Combinatorica 7, 327–341 (1987)MathSciNetCrossRefMATH
5.
Zurück zum Zitat Climer, S., Zhang, W.: Rearrangement clustering: pitfalls, remedies, and applications. JMLR 7, 919–943 (2006)MathSciNetMATH Climer, S., Zhang, W.: Rearrangement clustering: pitfalls, remedies, and applications. JMLR 7, 919–943 (2006)MathSciNetMATH
6.
Zurück zum Zitat De Kort, J.B.J.M.: Upper bounds and lower bounds for the symmetric K-Peripatetic Salesman Problem. Optimization 23(4), 357–367 (1992)MathSciNetCrossRefMATH De Kort, J.B.J.M.: Upper bounds and lower bounds for the symmetric K-Peripatetic Salesman Problem. Optimization 23(4), 357–367 (1992)MathSciNetCrossRefMATH
7.
Zurück zum Zitat De Kort, J.B.J.M.: A branch and bound algorithm for symmetric 2-Peripatetic Salesman Problems. Eur. J. Oper. Res. 70, 229–243 (1993)CrossRefMATH De Kort, J.B.J.M.: A branch and bound algorithm for symmetric 2-Peripatetic Salesman Problems. Eur. J. Oper. Res. 70, 229–243 (1993)CrossRefMATH
8.
Zurück zum Zitat Duchenne, E., Laporte, G., Semet, F.: The undirected m-Peripatetic Salesman Problem: polyhedral results and new algorithms. J. Oper. Res. 55(5), 949–965 (2007)MathSciNetCrossRefMATH Duchenne, E., Laporte, G., Semet, F.: The undirected m-Peripatetic Salesman Problem: polyhedral results and new algorithms. J. Oper. Res. 55(5), 949–965 (2007)MathSciNetCrossRefMATH
9.
10.
Zurück zum Zitat Gimadi, E.K., Glazkov, Y.V., Tsidulko, O.Y.: The probabilistic analysis of an algorithm for solving the m-planar 3-dimensional assignment problem on one-cycle permutations. J. Appl. Ind. Math. 8(2), 208–217 (2014)MathSciNetCrossRefMATH Gimadi, E.K., Glazkov, Y.V., Tsidulko, O.Y.: The probabilistic analysis of an algorithm for solving the m-planar 3-dimensional assignment problem on one-cycle permutations. J. Appl. Ind. Math. 8(2), 208–217 (2014)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Gimadi, E.K., Istomin, A.M., Tsidulko, O.Y.: On asymptotically optimal approach to the m-Peripatetic Salesman Problem on random inputs. In: Kochetov, Y., Khachay, M., Beresnev, V., Nurminski, E., Pardalos, P. (eds.) DOOR 2016. LNCS, vol. 9869, pp. 136–147. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-44914-2_11 CrossRef Gimadi, E.K., Istomin, A.M., Tsidulko, O.Y.: On asymptotically optimal approach to the m-Peripatetic Salesman Problem on random inputs. In: Kochetov, Y., Khachay, M., Beresnev, V., Nurminski, E., Pardalos, P. (eds.) DOOR 2016. LNCS, vol. 9869, pp. 136–147. Springer, Cham (2016). https://​doi.​org/​10.​1007/​978-3-319-44914-2_​11 CrossRef
12.
Zurück zum Zitat Gimadi, E.K., Ivonina, E.V.: Approximation algorithms for the maximum 2-Peripatetic Salesman Problem. J. Appl. Ind. Math. 6(3), 295–305 (2012)MathSciNetCrossRefMATH Gimadi, E.K., Ivonina, E.V.: Approximation algorithms for the maximum 2-Peripatetic Salesman Problem. J. Appl. Ind. Math. 6(3), 295–305 (2012)MathSciNetCrossRefMATH
14.
Zurück zum Zitat Glebov, A.N., Zambalaeva, D.Z.: A polynomial algorithm with approximation ratio 7/9 for the maximum two Peripatetic Salesmen Problem. J. Appl. Ind. Math. 6(1), 69–89 (2012)MathSciNetCrossRef Glebov, A.N., Zambalaeva, D.Z.: A polynomial algorithm with approximation ratio 7/9 for the maximum two Peripatetic Salesmen Problem. J. Appl. Ind. Math. 6(1), 69–89 (2012)MathSciNetCrossRef
15.
Zurück zum Zitat Johnson, D.S., Krishnan, S., Chhugani, J., Kumar, S., Venkatasubramanian, S.: Compressing large boolean matrices using reordering techniques. In: 30th International Conference on Very Large Databases (VLDB), pp. 13–23 (2004) Johnson, D.S., Krishnan, S., Chhugani, J., Kumar, S., Venkatasubramanian, S.: Compressing large boolean matrices using reordering techniques. In: 30th International Conference on Very Large Databases (VLDB), pp. 13–23 (2004)
16.
Zurück zum Zitat Johnson, O., Liu, J.: A traveling salesman approach for predicting protein functions. Source Code Biol. Med. 1(3), 9–16 (2006) Johnson, O., Liu, J.: A traveling salesman approach for predicting protein functions. Source Code Biol. Med. 1(3), 9–16 (2006)
17.
Zurück zum Zitat Kaplan, H., Lewenstein, M., Shafrir, N., Sviridenko, M.: Approximation algorithms for asymmetric TSP by decomposing directed regular multigraphs. J. ACM 52(4), 602–626 (2005)MathSciNetCrossRefMATH Kaplan, H., Lewenstein, M., Shafrir, N., Sviridenko, M.: Approximation algorithms for asymmetric TSP by decomposing directed regular multigraphs. J. ACM 52(4), 602–626 (2005)MathSciNetCrossRefMATH
18.
Zurück zum Zitat Komlos, J., Szemeredi, E.: Limit distributions for the existence of Hamilton circuits in a random graph. Discrete Math. 43, 55–63 (1983)MathSciNetCrossRefMATH Komlos, J., Szemeredi, E.: Limit distributions for the existence of Hamilton circuits in a random graph. Discrete Math. 43, 55–63 (1983)MathSciNetCrossRefMATH
19.
Zurück zum Zitat Krarup, J.: The Peripatetic Salesman and some related unsolved problems. In: Combinatorial Programming, Methods and Applications, pp. 173–178. Reidel, Dordrecht (1975) Krarup, J.: The Peripatetic Salesman and some related unsolved problems. In: Combinatorial Programming, Methods and Applications, pp. 173–178. Reidel, Dordrecht (1975)
20.
Zurück zum Zitat Petrov, V.V.: Limit Theorems of Probability Theory. Sequences of Independent Random Variables. Clarendon Press, Oxford (1995)MATH Petrov, V.V.: Limit Theorems of Probability Theory. Sequences of Independent Random Variables. Clarendon Press, Oxford (1995)MATH
21.
Zurück zum Zitat Ray, S.S., Bandyopadhyay, S., Pal, S.K.: Gene ordering in partitive clustering using microarray expressions. J. Biosci. 32(5), 1019–1025 (2007)CrossRef Ray, S.S., Bandyopadhyay, S., Pal, S.K.: Gene ordering in partitive clustering using microarray expressions. J. Biosci. 32(5), 1019–1025 (2007)CrossRef
22.
Zurück zum Zitat Song, L., Zhang, Yu., Peng, X., Wang, Z., Gildea, D.: AMR-to-text generation as a Traveling Salesman Problem. In: Proceedings of 2016 Conference on Empirical Methods in Natural Language Processing (2016) Song, L., Zhang, Yu., Peng, X., Wang, Z., Gildea, D.: AMR-to-text generation as a Traveling Salesman Problem. In: Proceedings of 2016 Conference on Empirical Methods in Natural Language Processing (2016)
Metadaten
Titel
Approximation Algorithms for the Maximum m-Peripatetic Salesman Problem
verfasst von
Edward Kh. Gimadi
Oxana Yu. Tsidulko
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-73013-4_28

Premium Partner