Skip to main content

On the Complexity and Approximation of the Min-Sum and Min-Max Disjoint Paths Problems

  • Conference paper
Combinatorics, Algorithms, Probabilistic and Experimental Methodologies (ESCAPE 2007)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4614))

Abstract

Given a graph G = (V, E) and k source-sink pairs {(s 1, t 1), ..., (s k , t k )} with each s i , t i  ∈ V, the Min-Sum Disjoint Paths problem asks k disjoint paths to connect all the source-sink pairs with minimized total length, while the Min-Max Disjoint Paths problem asks also k disjoint paths to connect all source-sink pairs but with minimized length of the longest path. In this paper we show that the weighted Min-Sum Disjoint Paths problem is FP NP-complete in general graph, and the uniform Min-Sum Disjoint Paths and uniform Min-Max Disjoint Paths problems can not be approximated within Ω(m 1 − ε) for any constant ε> 0 even in planar graph if P ≠ NP, where m is the number of edges in G. Then we give at the first time a simple bicriteria approximation algorithm for the uniform Min-Max Edge-Disjoint Paths and the weighted Min-Sum Edge-Disjoint Paths problems, with guaranteed performance ratio O(logk / loglogk) and O(1) respectively. Our algorithm is based on randomized rounding.

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 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Brandes, U., Neyer, G., Wagner, D.: Edge-disjoint paths in planar graphs with short total length. Technical Report, in Konstanzer Schriften in Mathematik und Informatik, No. 19, Germany (1996)

    Google Scholar 

  2. Chekuri, C., Khanna, S.: Edge disjoint pahts revisited. In: Proc. of the 14th ACM-SIAM Symposium on Discrete Algorithms, pp. 628–637. ACM Press, New York (2003)

    Google Scholar 

  3. Garg, N., Vazirani, V., Yannakakis, M.: Approximate max-flow min-(multi)cut theorems and their applications. SIAM Journal on Computing 25, 235–251 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  4. Kleinberg, J.: Approximation algorithms for disjoint paths problems. PhD Thesis, Department of EECS, MIT, Cambridge, MA (1996)

    Google Scholar 

  5. Kleinberg, J.: An Approximation Algorithm for the Disjoint Paths Problem in Even-Degree Planar Graphs. In: Proc. of the 46th Annual IEEE Symposium on Foundations of Computer Science, pp. 627–636. IEEE Computer Society Press, Los Alamitos (2005)

    Chapter  Google Scholar 

  6. Li, C., McCormick, T., Simchi-Levi, D.: The complexity of finding two disjoint paths with min-max objective function. Discrete Applied Mathematics 26, 105–115 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  7. Middendorf, M., Pfeiffer, F.: On the complexity of the disjoint paths problem. Combinatorica 13(1), 97–107 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  8. Papadimitriou, C.: Computational complexity. Addison-Wesley Publishing Company, Reading (1994)

    MATH  Google Scholar 

  9. Raghavan, P., Thompson, C.: Randomized rounding: a technique for provably good algorithms and algorithmic proofs. Combinatorica 7(4), 365–374 (1987)

    Article  MATH  MathSciNet  Google Scholar 

  10. Suurballe, J., Tarjan, R.: A quick method for finding shortest pairs of disjoint paths. Networks 14, 325–336 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  11. Yang, B., Zheng, S.Q., Lu, E.Y.: Finding two disjoint paths in a network with normalized α  + -min-sum objective function. In: Deng, X., Du, D.-Z. (eds.) ISAAC 2005. LNCS, vol. 3827, pp. 954–963. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  12. Yang, B., Zheng, S.Q.: Finding min-sum disjoint shortest paths from a single source to all pairs of destinations. In: Cai, J.-Y., Cooper, S.B., Li, A. (eds.) TAMC 2006. LNCS, vol. 3959, pp. 206–216. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Bo Chen Mike Paterson Guochuan Zhang

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Zhang, P., Zhao, W. (2007). On the Complexity and Approximation of the Min-Sum and Min-Max Disjoint Paths Problems. In: Chen, B., Paterson, M., Zhang, G. (eds) Combinatorics, Algorithms, Probabilistic and Experimental Methodologies. ESCAPE 2007. Lecture Notes in Computer Science, vol 4614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74450-4_7

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74450-4_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74449-8

  • Online ISBN: 978-3-540-74450-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics