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Shortest paths in random weighted graphs

  • Session 4A: Graph Algorithms
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Book cover Computing and Combinatorics (COCOON 1995)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 959))

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Abstract

We consider the probability distribution of the cost of shortest paths and the diameter in a complete, weighted digraph with non-negative random edge costs. Asymptotic results as the number of nodes goes to infinity are developed and applied to extend several probabilistic shortest path algorithms to edge cost distributions having a general Taylor's series at zero edge cost.

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References

  1. R. K. Ahuja, K. Mehlhorn, J. B. Orlin, and R. E. Tarjan: Faster Algorithms for the Shortest Path Problem. Technical Report CS-TR-154-88, Department of Computer Science, Princeton University. (1988)

    Google Scholar 

  2. P.A. Bloniarz: A shortest-path algorithm with expected time O(n 2 log n log* n). Technical Report 80-3, Dept. of Computer Science, State Univ. of New York at Albany. (1980)

    Google Scholar 

  3. M. L. Fredman and R. E. Tarjan: Fibonacci heaps and their uses in improved network optimization algorithms. J. Assoc. Comput. Mach. 34 (1987) 596–615

    Google Scholar 

  4. A. M. Frieze and G. R. Grimmett: The shortest-path problem for graphs with random arc-lengths. Discrete Appl. Math. 10 (1985) 57–77

    Article  Google Scholar 

  5. G. Gallo and S. Pallottino: Shortest path algorithms. Annals of Oper. Res. 13 (1988) 3–79

    Google Scholar 

  6. A. V. Goldberg: Scaling algorithms for the shortest paths problem. Proc. 4th ACM-SIAM symposium of Discrete Algorithms. (1993) 222–231

    Google Scholar 

  7. Refael Hassin and Eitan Zemel: On shortest paths in graphs with random weights. Math. of Oper. Res. 10 (1985) 557–564

    Google Scholar 

  8. P. Spira: A new algorithm for finding all shortest paths in a graph of positive edges in average time O(n 2log2 n). SIAM J. Comput. 2 (1973) 28–32

    Article  Google Scholar 

  9. Scott K. Walley, Harry H. Tan, and Audrey M. Viterbi. Shortest path cost distribution in random graphs with positive integer edge costs. Proc. of IEEE INFO-COM'93. (1993) 1023–1032

    Google Scholar 

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Ding-Zhu Du Ming Li

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© 1995 Springer-Verlag Berlin Heidelberg

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Walley, S.K., Tan, H.H. (1995). Shortest paths in random weighted graphs. In: Du, DZ., Li, M. (eds) Computing and Combinatorics. COCOON 1995. Lecture Notes in Computer Science, vol 959. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0030835

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  • DOI: https://doi.org/10.1007/BFb0030835

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-60216-3

  • Online ISBN: 978-3-540-44733-7

  • eBook Packages: Springer Book Archive

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