MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library
Mathematical Programming Computation, vol. 13, pp. 443–490
Abstract
Abstract We report on the selection process leading to the sixth version of the Mixed Integer Programming Library, MIPLIB 2017. Selected from an initial pool of 5721 instances, the new MIPLIB 2017 collection consists of 1065 instances. A subset of 240 instances was specially selected for benchmarking solver performance. For the first time, these sets were compiled using a data-driven selection process supported by the solution of a sequence of mixed integer optimization problems, which encode requirements on diversity and balancedness with respect to instance features and performance data.
Authors 16
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Ambros Gleixner corresponding
Affiliation as printed
Zuse Institute Berlin, Berlin, Germany
Zuse Institute Berlin, Takustr. 7, 14195, Berlin, Germany
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Gregor Hendel corresponding
Affiliation as printed
Zuse Institute Berlin, Berlin, Germany
Zuse Institute Berlin, Takustr. 7, 14195, Berlin, Germany
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Gerald Gamrath corresponding
Affiliation as printed
Zuse Institute Berlin, Berlin, Germany
Zuse Institute Berlin, Takustr. 7, 14195, Berlin, Germany
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Tobias Achterberg corresponding
Affiliation as printed
Gurobi GmbH, Frankfurt am Main, Germany
Gurobi GmbH, Ulmenstr. 37-39, 60325, Frankfurt am Main, Germany
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Affiliation as printed
Lehrstuhl für Operations Research, RWTH Aachen University, Aachen, Germany
Lehrstuhl für Operations Research, RWTH Aachen University, Kackertstr. 7, 52072, Aachen, Germany
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Timo Berthold corresponding
Affiliation as printed
Fair Isaac Germany GmbH, Bensheim, Germany
Fair Isaac Germany GmbH, Stubenwald-Allee 19, 64625, Bensheim, Germany
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Philipp M. Christophel corresponding
Affiliation as printed
Operations Research R&D, Advanced Analytics Division, SAS Institute Inc., Cary, USA
Operations Research R&D, Advanced Analytics Division, SAS Institute Inc., Cary, NC, USA
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Kati Jarck corresponding
Affiliation as printed
MOSEK ApS, Copenhagen, Denmark
MOSEK ApS, Fruebjergvej 3, Symbion Science Park, 2100, Copenhagen, Denmark
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Thorsten Koch corresponding
Affiliation as printed
Zuse Institute Berlin, Berlin, Germany
Zuse Institute Berlin, Takustr. 7, 14195, Berlin, Germany
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Jeff Linderoth corresponding
University of Wisconsin–Madison · Wisconsin Institutes for Discovery
Affiliation as printed
Department of Industrial and Systems Engineering & Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, USA
Department of Industrial and Systems Engineering & Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, WI, USA
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Affiliation as printed
Lehrstuhl für Operations Research, RWTH Aachen University, Aachen, Germany
Lehrstuhl für Operations Research, RWTH Aachen University, Kackertstr. 7, 52072, Aachen, Germany
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Hans Detlef Mittelmann corresponding
Affiliation as printed
School of Mathematical and Statistical Sciences, Arizona State University, Tempe, USA
School of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ, 85287-1804, USA
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Derya B. Özyurt corresponding
Affiliation as printed
The MathWorks, Inc., Natick, USA
The MathWorks, Inc., 1 Apple Hill Drive, Natick, MA, 01760-2098, USA
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Ted K. Ralphs corresponding
Affiliation as printed
Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, USA
Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, PA, 18015, USA
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Domenico Salvagnin corresponding
Affiliation as printed
Department of Information Engineering, University of Padova, Padova, Italy
Department of Information Engineering, University of Padova, Via Gradenigo 6/b, 35131, Padova, Italy
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Yuji Shinano corresponding
Affiliation as printed
Zuse Institute Berlin, Berlin, Germany
Zuse Institute Berlin, Takustr. 7, 14195, Berlin, Germany
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