• DocumentCode
    167613
  • Title

    Solving Hard MIPLIB2003 Problems with ParaSCIP on Supercomputers: An Update

  • Author

    Shinano, Yuji ; Achterberg, Tobias ; Berthold, Timo ; Heinz, Stefan ; Koch, Thorsten ; Winkler, Marco

  • Author_Institution
    Zuse Inst. Berlin, Berlin, Germany
  • fYear
    2014
  • fDate
    19-23 May 2014
  • Firstpage
    1552
  • Lastpage
    1561
  • Abstract
    Contemporary supercomputers can easily provide years of CPU time per wall-clock hour. One challenge of today´s software development is how to harness this vast computing power in order to solve really hard mixed-integer programming instances. In 2010, two out of six open MIPLIB2003 instances could be solved by ParaSCIP in more than ten consecutive runs, restarting from checkpointing files. The contribution of this paper is threefold: For the first time, we present computational results of single runs for those two instances. Secondly, we provide improved upper and lower bounds for all of the remaining four open MIPLIB2003 instances. Finally, we explain which new developments led to these results and discuss the current progress of ParaSCIP. Experiments were conducted on HLRN II, on HLRN III, and on the Titan supercomputer, using up to 35,200 cores.
  • Keywords
    checkpointing; integer programming; parallel processing; HLRN III; MIPLIB2003 problems; ParaSCIP; Titan supercomputer; checkpointing file; computing power; mixed-integer programming; software development; supercomputers; Checkpointing; Electronic mail; Heuristic algorithms; Linear programming; Load management; Supercomputers; Switches; MIPLIB2003; Mixed Integer Programming; Parallel processing; SCIP; Ubiquity Generator Framework;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel & Distributed Processing Symposium Workshops (IPDPSW), 2014 IEEE International
  • Conference_Location
    Phoenix, AZ
  • Print_ISBN
    978-1-4799-4117-9
  • Type

    conf

  • DOI
    10.1109/IPDPSW.2014.174
  • Filename
    6969561