Springer Nature
Mathematical Programming Computation
,  volume 13 ,  issue 3 ,  pages 443-490

MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library

Ambros Gleixner 1
, 
Gregor Hendel 1
, 
Gerald Gamrath 1
, 
Tobias Achterberg 2
, 
Michael Bastubbe 3
, 
Timo Berthold 4
, 
Philipp Christophel 5
, 
Kati Jarck 6
, 
Thorsten Koch 1
, 
Jeff Linderoth 7
, 
Marco Lübbecke 3
, 
H. D. Mittelmann 8
, 
Derya Ozyurt 9
, 
Ted K. Ralphs 10
, 
Domenico Salvagnin 11
, 
Yuji SHINANO 1
1
 
2
 
Gurobi GmbH, Frankfurt am Main, Germany | 
3
 
4
 
Fair Isaac Germany GmbH, Bensheim, Germany | 
5
 
Operations Research R&D, Advanced Analytics Division, SAS Institute Inc., Cary, USA | 
6
 
MOSEK APS, Copenhagen, Denmark | 
7
 
8
 
9
 
The MathWorks, Inc., Natick, USA | 
10
 
11
 
Publication type: Journal Article
Publication date: 2021-01-07
Springer Nature
scimago Q1
wos Q1
SJR: 1.351
CiteScore: 8.4
Impact factor: 3.6
ISSN: 18672949, 18672957
Software
Theoretical Computer Science
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.
Found 
Found 

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Gleixner A. et al. MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library // Mathematical Programming Computation. 2021. Vol. 13. No. 3. pp. 443-490.
GOST all authors (up to 50) Copy
Gleixner A., Hendel G., Gamrath G., Achterberg T., Bastubbe M., Berthold T., Christophel P., Jarck K., Koch T., Linderoth J., Lübbecke M., Mittelmann H. D., Ozyurt D., Ralphs T. K., Salvagnin D., SHINANO Y. MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library // Mathematical Programming Computation. 2021. Vol. 13. No. 3. pp. 443-490.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1007/s12532-020-00194-3
UR - https://doi.org/10.1007/s12532-020-00194-3
TI - MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library
T2 - Mathematical Programming Computation
AU - Gleixner, Ambros
AU - Hendel, Gregor
AU - Gamrath, Gerald
AU - Achterberg, Tobias
AU - Bastubbe, Michael
AU - Berthold, Timo
AU - Christophel, Philipp
AU - Jarck, Kati
AU - Koch, Thorsten
AU - Linderoth, Jeff
AU - Lübbecke, Marco
AU - Mittelmann, H. D.
AU - Ozyurt, Derya
AU - Ralphs, Ted K.
AU - Salvagnin, Domenico
AU - SHINANO, Yuji
PY - 2021
DA - 2021/01/07
PB - Springer Nature
SP - 443-490
IS - 3
VL - 13
SN - 1867-2949
SN - 1867-2957
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2021_Gleixner,
author = {Ambros Gleixner and Gregor Hendel and Gerald Gamrath and Tobias Achterberg and Michael Bastubbe and Timo Berthold and Philipp Christophel and Kati Jarck and Thorsten Koch and Jeff Linderoth and Marco Lübbecke and H. D. Mittelmann and Derya Ozyurt and Ted K. Ralphs and Domenico Salvagnin and Yuji SHINANO},
title = {MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library},
journal = {Mathematical Programming Computation},
year = {2021},
volume = {13},
publisher = {Springer Nature},
month = {jan},
url = {https://doi.org/10.1007/s12532-020-00194-3},
number = {3},
pages = {443--490},
doi = {10.1007/s12532-020-00194-3}
}
MLA
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MLA Copy
Gleixner, Ambros, et al. “MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library.” Mathematical Programming Computation, vol. 13, no. 3, Jan. 2021, pp. 443-490. https://doi.org/10.1007/s12532-020-00194-3.