• DocumentCode
    2723067
  • Title

    Solving the maximum clique problem using PUBB

  • Author

    Shinano, Yuji ; Fujie, Tetsuya ; Ikebe, Yoshiko ; Hirabayashi, Ryuichi

  • Author_Institution
    Dept. of Manage. Sci., Sci. Univ. of Tokyo, Japan
  • fYear
    1998
  • fDate
    30 Mar-3 Apr 1998
  • Firstpage
    326
  • Lastpage
    332
  • Abstract
    Given an (undirected) graph G=(V, E), a clique of G is a subset of vertices in which every pair is connected by an edge. The problem of finding a clique of maximum size is a classical NP-hard problem, and many algorithms, both heuristic and exact, have been proposed. While the philosophy behind the heuristic algorithms varies greatly, almost all of the exact algorithms are designed in the branch-and-bound framework. As is well known, branch-and-bound is well suited to parallelization, and PUBB is a software utility which implements a generic version of it. The authors show effectiveness of parallelization of branch-and-bound for the maximum clique problem. Especially, by using PUBB with good heuristics and branching techniques, they were able to solve five previously unsolved DIMACS benchmark problems to optimality
  • Keywords
    computational complexity; graph theory; heuristic programming; parallel algorithms; parallel programming; DIMACS benchmark problems; NP-hard problem; PUBB software utility; branch-and-bound framework; branching techniques; edge; exact algorithms; graph; heuristic algorithms; maximum clique problem solving; parallelization; vertex subset; Algorithm design and analysis; Application software; Heuristic algorithms; Large-scale systems; NP-hard problem; Software algorithms; Software tools; Tree graphs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Processing Symposium, 1998. IPPS/SPDP 1998. Proceedings of the First Merged International ... and Symposium on Parallel and Distributed Processing 1998
  • Conference_Location
    Orlando, FL
  • ISSN
    1063-7133
  • Print_ISBN
    0-8186-8404-6
  • Type

    conf

  • DOI
    10.1109/IPPS.1998.669935
  • Filename
    669935