• DocumentCode
    2075334
  • Title

    Dynamic approximate all-pairs shortest paths in undirected graphs

  • Author

    Roditty, Liam ; Zwick, Uri

  • Author_Institution
    Sch. of Comput. Sci., Tel Aviv Univ., Israel
  • fYear
    2004
  • fDate
    17-19 Oct. 2004
  • Firstpage
    499
  • Lastpage
    508
  • Abstract
    We obtain three dynamic algorithms for the approximate all-pairs shortest paths problem in unweighted undirected graphs: 1) For any fixed ε > 0, a decremental algorithm with an expected total running time of O(mn), where m is the number of edges and n is the number of vertices in the initial graph. Each distance query is answered in O(1) worst-case time, and the stretch of the returned distances is at most 1 + ε. The algorithm uses O(n2) space; 2) For any fixed integer k ≥ 1, a decremental algorithm with an expected total running time of O(mn). Each query is answered in O(1) worst-case time, and the stretch of the returned distances is at most 2k - 1. This algorithm uses, however, only O(m + n1+1k/) space. It is obtained by dynamizing techniques of Thorup and Zwick. In addition to being more space efficient, this algorithm is also one of the building blocks used to obtain the first algorithm; 3) For any fixed ε, δ > 0 and every t ≤ m12-δ/, a fully dynamic algorithm with an expected amortized update time of O(mn/t) and worst-case query time of O(t). The stretch of the returned distances is at most 1+ε. All algorithms can also be made to work on undirected graphs with small integer edge weights. If the largest edge weight is b, then all bounds on the running times are multiplied by b.
  • Keywords
    computational complexity; graph theory; query processing; amortized update time; decremental algorithm; distance query; dynamic algorithms; dynamic approximate all-pairs shortest paths; unweighted undirected graphs; Computer science; Heuristic algorithms; Shortest path problem;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computer Science, 2004. Proceedings. 45th Annual IEEE Symposium on
  • ISSN
    0272-5428
  • Print_ISBN
    0-7695-2228-9
  • Type

    conf

  • DOI
    10.1109/FOCS.2004.22
  • Filename
    1366270