• DocumentCode
    2818135
  • Title

    Improved branch and bound algorithm with a comparison between different LP solvers

  • Author

    Barreto, Lucio S. ; Haffner, Sérgio ; Pereira, Luís A. ; Bauer, Michael

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Western Ontario, London, ON, Canada
  • fYear
    2010
  • fDate
    8-10 Nov. 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a comparison of the effectiveness of different linear programming (LP) solvers when used with a branch-and-bound algorithm to find optimal solutions to mixed integer linear problems (MIP). We compare the performance of an improved implementation of the branch-and-bound algorithm with three different LP solvers in order to evaluate each one. We also compare our implementation with other available solvers, to obtain multiple optimal solutions when they exist. The comparison between those different situations was useful in order to prove the robustness and the efficiency of the developed algorithm.
  • Keywords
    integer programming; linear programming; tree searching; branch-and-bound algorithm; linear programming solver; mixed integer linear problem; Algorithm design and analysis; IP networks; Input variables; Optimization; Random access memory; Search problems; Switches; Mixed integer linear programming; branch-and-bound; optimization; solvers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industry Applications (INDUSCON), 2010 9th IEEE/IAS International Conference on
  • Conference_Location
    Sao Paulo
  • Print_ISBN
    978-1-4244-8008-1
  • Electronic_ISBN
    978-1-4244-8009-8
  • Type

    conf

  • DOI
    10.1109/INDUSCON.2010.5740041
  • Filename
    5740041