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Benchmarking Optimization Software - a (Hi)Story

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Abstract

For more than twenty years, we are benchmarking optimization software. In late 2018, an event had a major impact (the “story”) on this service which had gained considerable notoriety. The history up to this point is sketched and the developments to late 2019 and hopefully beyond are described.

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References

  1. Benchmarks for Optimization Software, http://plato.asu.edu/bench.html

  2. Decision Tree for Optimization Software, http://plato.asu.edu/guide.html

  3. A Selection of Older Benchmarks, http://plato.asu.edu/ftp/older-benchmarks

  4. Talk at INFORMS 2006, http://plato.asu.edu/talks/pitt1.pdf

  5. NEOS Server for Optimization, http://neos-server.org

  6. Talk at INFORMS 2008, http://plato.asu.edu/talks/wash.pdf

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  9. Talk at EURO 2010, http://plato.asu.edu/talks/euro2010-1.pdf

  10. Talk at INFORMS 2011, http://plato.asu.edu/talks/mittelmann-bench.pdf

  11. A Note on Performance Profiles for Benchmarking Software, http://www.numerical.rl.ac.uk/people/j_scott/publications/2016/GouldScott.2016_TOMS.pdf

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  13. Talk at EURO 2013, http://plato.asu.edu/talks/euro2013.pdf

  14. Talk at ISMP 2015, http://plato.asu.edu/talks/ismp2015.pdf

  15. Talk at INFORMS 2016, http://plato.asu.edu/talks/informs2016-bench.pdf

  16. Talk at INFORMS 2017, http://plato.asu.edu/talks/informs2017.pdf

  17. MIPCL solver, http://www.mipcl-cpp.appspot.com/index.html

  18. MIPLIB2017, http://www.optimization-online.org/DB_HTML/2019/07/7285.html

  19. MIPLIB2017, http://miplib.zib.de

  20. Talk at ISMP 2018, http://plato.asu.edu/talks/ismp2018.pdf

  21. Talk at INFORMS 2018, http://plato.asu.edu/talks/informs2018.pdf

  22. Announcement by Gurobi, http://plato.asu.edu/ftp/apology.pdf

  23. Session at INFORMS 2018, https://www.abstractsonline.com/pp8/#!/4701/session/566

  24. FICO Blog, https://community.fico.com/s/page/a5Q2E000000DtboUAC/fico1490

  25. Talk at EURO 2019, http://plato.asu.edu/talks/euro2019.pdf

  26. Talk at INFORMS 2019, http://plato.asu.edu/talks/informs2019.pdf

  27. CBLIB, http://cblib.zib.de

  28. QPLIB, http://qplib.zib.de

  29. Solving Constraint Integer Programs, http://scip.zib.de

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Correspondence to Hans D. Mittelmann.

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Mittelmann, H.D. Benchmarking Optimization Software - a (Hi)Story. SN Oper. Res. Forum 1, 2 (2020). https://doi.org/10.1007/s43069-020-0002-0

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  • DOI: https://doi.org/10.1007/s43069-020-0002-0

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