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Vertex-Weighted Matching in Two-Directional Orthogonal Ray Graphs

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Algorithms and Computation (ISAAC 2013)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8283))

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Abstract

Let G denote an n-vertex two-directional orthogonal ray graph. A bicolored 2D representation of G requires only O(n) space, regardless of the number of edges in G. Given such a compact representation of G, and a (possibly negative) weight for each vertex, we show how to compute a maximum weight matching of G in O(nlog2 n) time. The classic problem of scheduling weighted unit tasks with release times and deadlines is a special case of this problem, and we obtain an O(nlogn) time bound for this special case. As an application of our more general result, we obtain an O(nlog2 n)-time algorithm for computing the VCG outcome of a sealed-bid unit-demand auction in which each item has two associated numerical parameters (e.g., third-party “quality” and “seller reliability” scores) and each bid specifies the amount an agent is willing to pay for any item meeting specified lower bound constraints with respect to these two parameters.

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References

  1. Berge, C.: Two theorems in graph theory. Proceedings of the National Academy of Sciences 43, 842–844 (1957)

    Article  MathSciNet  MATH  Google Scholar 

  2. Brodal, G.S., Georgiadis, L., Hansen, K.A., Katriel, I.: Dynamic matchings in convex bipartite graphs. In: Kučera, L., Kučera, A. (eds.) MFCS 2007. LNCS, vol. 4708, pp. 406–417. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  3. Chang, M.-S.: Algorithms for maximum matching and minimum fill-in on chordal bipartite graphs. In: Nagamochi, H., Suri, S., Igarashi, Y., Miyano, S., Asano, T. (eds.) ISAAC 1996. LNCS, vol. 1178, pp. 146–155. Springer, Heidelberg (1996)

    Chapter  Google Scholar 

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

    MATH  Google Scholar 

  5. Dekel, E., Sahni, S.: A parallel matching algorithm for convex bipartite graphs and applications to scheduling. Journal of Parallel and Distributed Computing 1, 185–205 (1984)

    Article  Google Scholar 

  6. Gabow, H.N., Tarjan, R.E.: A linear-time algorithm for a special case of disjoint set union. Journal of Computer and System Sciences 30, 209–221 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  7. Gallo, G.: An O(nlogn) algorithm for the convex bipartite matching problem. Operations Research Letters 3, 31–34 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  8. Glover, F.: Maximum matching in convex bipartite graphs. Naval Research Logistic Quarterly 14, 313–316 (1967)

    Article  MATH  Google Scholar 

  9. Katriel, I.: Matchings in node-weighted convex bipartite graphs. INFORMS Journal on Computing 20, 205–211 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  10. Lipski Jr., W., Preparata, F.P.: Efficient algorithms for finding maximum matchings in convex bipartite graphs and related problems. Acta Informatica 15, 329–346 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  11. McCreight, E.M.: Priority search trees. SIAM Journal on Computing 14, 257–276 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  12. Mendelsohn, N.S., Dulmage, A.L.: Some generalizations of the problem of distinct representatives. Canadian Journal of Mathematics 10, 230–241 (1958)

    Article  MathSciNet  MATH  Google Scholar 

  13. Plaxton, C.G.: Fast scheduling of weighted unit jobs with release times and deadlines. In: Aceto, L., Damgård, I., Goldberg, L.A., Halldórsson, M.M., Ingólfsdóttir, A., Walukiewicz, I. (eds.) ICALP 2008, Part I. LNCS, vol. 5125, pp. 222–233. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  14. Plaxton, C.G.: Vertex-weighted matching in two-directional orthogonal ray graphs. Technical Report TR–13–16, Department of Computer Science, University of Texas at Austin (September 2013)

    Google Scholar 

  15. Scutellà, M.G., Scevola, G.: A modification of Lipski-Preparata’s algorithm for the maximum matching problem on bipartite convex graphs. Ricerca Operativa 46, 63–77 (1988)

    Google Scholar 

  16. Shrestha, A.M.S., Tayu, S., Ueno, S.: On orthogonal ray graphs. Discrete Applied Mathematics 158, 1650–1659 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  17. Soto, J.A.: Contributions on Secretary Problems, Independents Sets of Rectangles and Related Problems. PhD thesis, Department of Mathematics, Massachusetts Institute of Technology (June 2011)

    Google Scholar 

  18. Spencer, T.H., Mayr, E.W.: Node weighted matching. In: Paredaens, J. (ed.) ICALP 1984. LNCS, vol. 172, pp. 454–464. Springer, Heidelberg (1984)

    Chapter  Google Scholar 

  19. Steiner, G., Yeomans, J.S.: A linear time algorithm for determining maximum matchings in convex, bipartite graphs. Computers and Mathematics with Applications 31, 91–96 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  20. Tarjan, R.E.: Efficiency of a good but not linear set union algorithm. Journal of the ACM 22, 215–225 (1975)

    Article  MathSciNet  MATH  Google Scholar 

  21. van Emde Boas, P.: Preserving order in a forest in less than logarithmic time and linear space. Information Processing Letters 6, 80–82 (1977)

    Article  MATH  Google Scholar 

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Plaxton, C.G. (2013). Vertex-Weighted Matching in Two-Directional Orthogonal Ray Graphs. In: Cai, L., Cheng, SW., Lam, TW. (eds) Algorithms and Computation. ISAAC 2013. Lecture Notes in Computer Science, vol 8283. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45030-3_49

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  • DOI: https://doi.org/10.1007/978-3-642-45030-3_49

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-45029-7

  • Online ISBN: 978-3-642-45030-3

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