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Greedy Localization, Iterative Compression, and Modeled Crown Reductions: New FPT Techniques, an Improved Algorithm for Set Splitting, and a Novel 2k Kernelization for Vertex Cover

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3162))

Abstract

The two objectives of this paper are: (1) to articulate three new general techniques for designing FPT algorithms, and (2) to apply these to obtain new FPT algorithms for Set Splitting and Vertex Cover. In the case of Set Splitting, we improve the best previous \({\mathcal O}^*(72^k)\) FPT algorithm due to Dehne, Fellows and Rosamond [DFR03], to \({\mathcal O}^*(8^k)\) by an approach based on greedy localization in conjunction with modeled crown reduction. In the case of Vertex Cover, we describe a new approach to 2k kernelization based on iterative compression and crown reduction, providing a potentially useful alternative to the Nemhauser-Trotter 2k kernelization.

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References

  1. Abu-Khzam, F.N., Collins, R.L., Fellows, M.R., Langston, M.A., Suters, W.H., Symons, C.T.: Kernelization algorithms for the Vertex Cover problem: theory and experiments. In: Proceedings ALENEX 2004, ACM/SIAM (2004)

    Google Scholar 

  2. Ageev, A.A., Sviridenko, M.I.: An approximation algorithm for hypergraph max k-cut with given sizes of parts. In: Paterson, M. (ed.) ESA 2000. LNCS, vol. 1879, pp. 32–41. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  3. Alon, N., Yuster, R., Zwick, U.: Color-Coding. Journal of the ACM 42, 844–856 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  4. Andersson, G., Engebretsen, L.: Better approximation algorithms for set splitting and Not-All-Equal SAT. Information Processing Letters 65, 305–311 (1998)

    Article  MathSciNet  Google Scholar 

  5. Chor, B., Fellows, M., Juedes, D.: Linear Kernels in Linear Time, or How to Save k Colors in O(n2) Steps). In: Hromkovič, J., Nagl, M., Westfechtel, B. (eds.) WG 2004. LNCS, vol. 3353, pp. 257–269. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  6. Chen, J., Friesen, D.K., Jia, W., Kanj, I.A.: Using Nondeterminism to Design Efficient Deterministic Algorithms. In: Hariharan, R., Mukund, M., Vinay, V. (eds.) FSTTCS 2001. LNCS, vol. 2245, pp. 120–131. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  7. Dehne, F., Fellows, M., Rosamond, F.: An FPT Algorithm for Set Splitting. In: Bodlaender, H.L. (ed.) WG 2003. LNCS, vol. 2880, pp. 180–191. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  8. Downey, R.G., Fellows, M.R.: Parameterized Complexity. Springer, Heidelberg (1999)

    Google Scholar 

  9. Fellows, M.: Blow-ups, Win/Win’s and Crown Rules: Some New Directions in FPT. In: Bodlaender, H.L. (ed.) WG 2003. LNCS, vol. 2880, pp. 1–12. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  10. Fellows, M., Knauer, C., Nishimura, N., Ragde, P., Rosamond, F., Stege, U., Thilikos, D., Whitesides, S.: Faster Fixed-Parameter Tractable Algorithms for Matching and Packing Problems. In: Albers, S., Radzik, T. (eds.) ESA 2004. LNCS, vol. 3221, pp. 311–322. Springer, Heidelberg (2004) (to appear)

    Chapter  Google Scholar 

  11. Fellows, M., Heggernes, P., Rosamond, F., Sloper, C., Telle, J.A.: Exact Algorithms for Finding k Disjoint Triangles in an Arbitrary Graph. In: Hromkovič, J., Nagl, M., Westfechtel, B. (eds.) WG 2004. LNCS, vol. 3353, pp. 235–244. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  12. Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. W.H. Freeman, New York (1979)

    MATH  Google Scholar 

  13. Jia, W., Zhang, C., Chen, J.: An Efficient Parameterized Algorithm for Set Packing. To appear in Journal of Algorithms (2003) (manuscript)

    Google Scholar 

  14. Marx, D.: Chordal Deletion is Fixed-Parameter Tractable (2004) (manuscript)

    Google Scholar 

  15. Mathieson, L., Prieto, E., Shaw, P.: Packing Edge Disjoint Triangles: A Parameterized View. In: Downey, R.G., Fellows, M.R., Dehne, F. (eds.) IWPEC 2004. LNCS, vol. 3162, pp. 127–137. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  16. Niedermeier, R.: Invitation to Fixed-Parameter Algorithms, Habilitationschrift, University of Tubingen (2002)

    Google Scholar 

  17. Petrank, E.: The hardness of approximation: Gap location. Computational Complexity 4, 133–157 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  18. Prieto, E., Sloper, C.: Either/Or: Using Vertex Cover Structure in Designing FPT Algorithms–the Case of k-Internal Spanning Tree. In: Dehne, F., Sack, J.-R., Smid, M. (eds.) WADS 2003. LNCS, vol. 2748, pp. 474–483. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  19. Prieto, E., Sloper, C.: Looking at the Stars. In: Downey, R.G., Fellows, M.R., Dehne, F. (eds.) IWPEC 2004. LNCS, vol. 3162, pp. 138–148. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  20. Reed, B., Smith, K., Vetta, A.: Finding Odd Cycle Transversals. Operations Research Letters 32, 299–301 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  21. Woeginger, G.J.: Exact Algorithms for NP-Hard Problems: A Survey. In: Jünger, M., Reinelt, G., Rinaldi, G. (eds.) Combinatorial Optimization - Eureka, You Shrink! LNCS, vol. 2570, pp. 184–207. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  22. Zhang, H., Ling, C.X.: An Improved Learning Algorithm for Augmented Naive Bayes. In: Cheung, D., Williams, G.J., Li, Q. (eds.) PAKDD 2001. LNCS (LNAI), vol. 2035, pp. 581–586. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

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Dehne, F., Fellows, M., Rosamond, F., Shaw, P. (2004). Greedy Localization, Iterative Compression, and Modeled Crown Reductions: New FPT Techniques, an Improved Algorithm for Set Splitting, and a Novel 2k Kernelization for Vertex Cover . In: Downey, R., Fellows, M., Dehne, F. (eds) Parameterized and Exact Computation. IWPEC 2004. Lecture Notes in Computer Science, vol 3162. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-28639-4_24

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  • DOI: https://doi.org/10.1007/978-3-540-28639-4_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23071-7

  • Online ISBN: 978-3-540-28639-4

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