Skip to main content

Approximation Algorithms for the Directed Path Partition Problems

  • Conference paper
  • First Online:
Frontiers of Algorithmics (IJTCS-FAW 2021)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 12874))

Included in the following conference series:

Abstract

Given a digraph \(G = (V, E)\), the k-path partition problem is to find a minimum collection of vertex-disjoint directed paths each of order at most k to cover all the vertices of V. The problem has various applications in facility location, network monitoring, transportation and others. Its special case on undirected graphs has received much attention recently, but the general version is seemingly untouched in the literature. We present the first k/2-approximation algorithm, for any \(k \ge 3\), based on a novel concept of augmenting path to minimize the number of singletons in the partition. When \(k \ge 7\), we present an improved \((k+2)/3\)-approximation algorithm based on the maximum path-cycle cover followed by a careful 2-cycle elimination process. When \(k = 3\), we define the second novel kind of augmenting paths to reduce the number of 2-paths and propose an improved 13/9-approximation algorithm.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 44.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 59.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Chen, Y., Chen, Z.Z., Kennedy, C., Lin, G., Xu, Y., Zhang, A.: Approximation algorithms for the directed path partition problems. arXiv https://arxiv.org/abs/2107.04699

  2. Chen, Y., et al.: A local search 4/3-approximation algorithm for the minimum 3-path partition problem. In: Chen, Y., Deng, X., Lu, M. (eds.) FAW 2019. LNCS, vol. 11458, pp. 14–25. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-18126-0_2

    Chapter  Google Scholar 

  3. Chen, Y., Goebel, R., Lin, G., Su, B., Xu, Y., Zhang, A.: An improved approximation algorithm for the minimum 3-path partition problem. J. Comb. Optim. 38, 150–164 (2019). https://doi.org/10.1007/s10878-018-00372-z

    Article  MathSciNet  MATH  Google Scholar 

  4. Chen, Y., Goebel, R., Su, B., Tong, W., Xu, Y., Zhang, A.: A 21/16-approximation for the minimum 3-path partition problem. In: Proceedings of ISAAC 2019. LIPIcs, vol. 149, pp. 46:1–46:20 (2019)

    Google Scholar 

  5. Cormen, T.H., Leiserson, C.E., Rivest, R.L., Stein, C.: Introduction to Algorithms, 3rd edn. The MIT Press, Cambridge (2009)

    MATH  Google Scholar 

  6. Gabow, H.N.: An efficient reduction technique for degree-constrained subgraph and bidirected network flow problems. In: Proceedings of the 15th Annual ACM Symposium on Theory of Computing (STOC 1983), pp. 448–456 (1983)

    Google Scholar 

  7. Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W. H. Freeman and Company, San Francisco (1979)

    MATH  Google Scholar 

  8. Goldberg, A.V., Karzanov, A.V.: Maximum skew-symmetric flows and matchings. Math. Program. 100, 537–568 (2004). https://doi.org/10.1007/s10107-004-0505-z

    Article  MathSciNet  MATH  Google Scholar 

  9. Karp, R.M.: Reducibility among combinatorial problems. In: Miller, R.E., Thatcher, J.W., Bohlinger, J.D. (eds.) Complexity of Computer Computations. IRSS, pp. 85–103. Springer, Boston (1972). https://doi.org/10.1007/978-1-4684-2001-2_9

    Chapter  Google Scholar 

  10. Korpelainen, N.: A boundary class for the \(k\)-path partition problem. Electron. Notes Discrete Math. 67, 49–56 (2018)

    Article  Google Scholar 

  11. Monnot, J., Toulouse, S.: The path partition problem and related problems in bipartite graphs. Oper. Res. Lett. 35, 677–684 (2007)

    Article  MathSciNet  Google Scholar 

  12. Steiner, G.: On the \(k\)-th path partition problem in cographs. Congr. Numer. 147, 89–96 (2000)

    MathSciNet  MATH  Google Scholar 

  13. Steiner, G.: On the \(k\)-path partition of graphs. Theor. Comput. Sci. 290, 2147–2155 (2003)

    Article  MathSciNet  Google Scholar 

  14. Yan, J.H., Chang, G.J., Hedetniemi, S.M., Hedetniemi, S.T.: \(k\)-path partitions in trees. Discrete Appl. Math. 78, 227–233 (1997)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

This research is supported by the NSFC Grants 11771114 and 11971139 (YC and AZ), the Zhejiang Provincial NSFC Grant LY21A010014 (YC and AZ), the CSC Grants 201508330054 (YC) and 201908330090 (AZ), the Grant-in-Aid for Scientific Research of the Ministry of Education, Science, Sports and Culture of Japan Grant No. 18K11183 (ZZC), and the NSERC Canada (GL).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guohui Lin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Chen, Y., Chen, ZZ., Kennedy, C., Lin, G., Xu, Y., Zhang, A. (2022). Approximation Algorithms for the Directed Path Partition Problems. In: Chen, J., Li, M., Zhang, G. (eds) Frontiers of Algorithmics. IJTCS-FAW 2021. Lecture Notes in Computer Science(), vol 12874. Springer, Cham. https://doi.org/10.1007/978-3-030-97099-4_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-97099-4_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-97098-7

  • Online ISBN: 978-3-030-97099-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics