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QPLIB

swMATH ID: 31286
Software Authors: Furini, Fabio; Traversi, Emiliano; Belotti, Pietro; Frangioni, Antonio; Gleixner, Ambros; Gould, Nick; Liberti, Leo; Lodi, Andrea; Misener, Ruth; Mittelmann, Hans; Sahinidis, Nikolaos V.; Vigerske, Stefan; Wiegele, Angelika
Description: QPLIB: a library of quadratic programming instances. This paper describes a new instance library for quadratic programming (QP), i.e., the family of continuous and (mixed)-integer optimization problems where the objective function and/or the constraints are quadratic. QP is a very diverse class of problems, comprising sub-classes ranging from trivial to undecidable. This diversity is reflected in the variety of QP solution methods, ranging from entirely combinatorial approaches to completely continuous algorithms, including many methods for which both aspects are fundamental. Selecting a set of instances of QP that is at the same time not overwhelmingly onerous but sufficiently challenging for the different, interested communities is therefore important. We propose a simple taxonomy for QP instances leading to a systematic problem selection mechanism. We then briefly survey the field of QP, giving an overview of theory, methods and solvers. Finally, we describe how the library was put together, and detail its final contents.
Homepage: https://link.springer.com/article/10.1007%2Fs12532-018-0147-4
Keywords: instance library; quadratic programming; mixed-integer quadratically constrained quadratic programming; binary quadratic programming
Related Software: Gurobi; SCIP; CPLEX; QuadProgBB; MIPLIB; BARON; BiqCrunch; quadprogIP; MINLPLib; Biq Mac; Couenne; GitHub; Ipopt; Mosek; MADAM; BiqBin; BiqMac; ParaSCIP; NESTA; perprof-py
Cited in: 30 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
QPLIB: a library of quadratic programming instances. Zbl 1435.90099
Furini, Fabio; Traversi, Emiliano; Belotti, Pietro; Frangioni, Antonio; Gleixner, Ambros; Gould, Nick; Liberti, Leo; Lodi, Andrea; Misener, Ruth; Mittelmann, Hans; Sahinidis, Nikolaos V.; Vigerske, Stefan; Wiegele, Angelika
2019
all top 5

Cited by 93 Authors

3 Beach, Benjamin
3 Gleixner, Ambros M.
3 Hildebrand, Robert
3 Locatelli, Marco
3 Mittelmann, Hans Detlef
3 Traversi, Emiliano
2 Bärmann, Andreas
2 Bettiol, Enrico
2 Burlacu, Robert
2 Chen, Yifu
2 Hager, Lukas
2 Hrga, Timotej
2 Koch, Thorsten
2 Létocart, Lucas
2 Liuzzi, Giampaolo
2 Lodi, Andrea
2 Maravelias, Christos T.
2 Piccialli, Veronica
2 Povh, Janez
2 Rinaldi, Francesco
2 Shinano, Yuji
2 Vigerske, Stefan
2 Wiegele, Angelika
1 Achterberg, Tobias
1 Adjé, Assalé
1 Aldasoro, Unai
1 Atamtürk, Alper
1 Bastubbe, Michael
1 Belotti, Pietro
1 Berthold, Timo
1 Bestuzheva, Ksenia
1 Boginski, Vladimir L.
1 Bomze, Immanuel M.
1 Bonami, Pierre
1 Buchanan, Austin
1 Butenko, Sergiy I.
1 Chen, Jingnan
1 Chen, Tong
1 Chmiela, Antonia
1 Christophel, Philipp M.
1 de Givry, Simon
1 Dlask, Tomáš
1 Domes, Ferenc
1 Edirisinghe, N. Chanaka P.
1 Frangioni, Antonio
1 Furini, Fabio
1 Gamrath, Gerald
1 Gionis, Aristides
1 Gould, Nicholas Ian Mark
1 Gusmeroli, Nicoló
1 Hendel, Gregor
1 Hribar, Rok
1 Huchette, Joey
1 Jarck, Kati
1 Jeong, Jaehwan
1 Kheirandishfard, Mohsen
1 Lasserre, Jean-Bernard
1 Lavaei, Javad
1 Liberti, Leo
1 Linderoth, Jeff T.
1 Lozano, Leonardo
1 Lübbecke, Marco E.
1 Lužar, Borut
1 Madani, Ramtin
1 Magron, Victor
1 Mahadevan, Ananth
1 Mallach, Sven
1 Matakos, Antonis
1 Merino, María
1 Misener, Ruth
1 Montanher, Tiago
1 Muñoz, Gonzalo
1 Neumaier, Arnold
1 Ordozgoiti, Bruno
1 Özyurt, Derya B.
1 Papa, Gregor
1 Pauwels, Edouard Jean Robert
1 Pérez, Gloria
1 Petelin, Gašper
1 Pržulj, Nataša
1 Ralphs, Ted K.
1 Rass, Stefan
1 Rehfeldt, Daniel
1 Sahinidis, Nikolaos V.
1 Salvagnin, Domenico
1 Schoen, Fabio
1 Serrano, Felipe
1 Siebenhofer, Melanie
1 Stozhkov, Vladimir
1 Vukašinović, Vida
1 Werner, Tomáš
1 Zarpellon, Giulia
1 Zhang, Xiaomin
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Cited in 17 Serials

5 Computational Optimization and Applications
4 Journal of Global Optimization
4 Mathematical Programming Computation
2 INFORMS Journal on Computing
2 Optimization Letters
1 ACM Transactions on Mathematical Software
1 Journal of Optimization Theory and Applications
1 Operations Research
1 Computers & Operations Research
1 Annals of Operations Research
1 European Journal of Operational Research
1 Mathematical Programming. Series A. Series B
1 Constraints
1 Data Mining and Knowledge Discovery
1 4OR
1 EURO Journal on Computational Optimization
1 SN Operations Research Forum
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Cited in 7 Fields

29 Operations research, mathematical programming (90-XX)
3 Numerical analysis (65-XX)
2 Computer science (68-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 History and biography (01-XX)
1 Combinatorics (05-XX)
1 Probability theory and stochastic processes (60-XX)

Citations by Year