Sparse Matrix
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matrix from https://sparse.tamu.edu/
mip1 matrix from Alexander Andrianov, SAS Institute Inc.
Size: 66463x66463
Nonzeros: 10352819
Kind: Optimization Problem
Author: A. Andrianov
Date: 2006
Link: https://sparse.tamu.edu/Andrianov/mip1
Size: 66463x66463
Nonzeros: 10352819
Kind: Optimization Problem
Author: A. Andrianov
Date: 2006
Link: https://sparse.tamu.edu/Andrianov/mip1
November 12, 2025 at 6:00 AM
mip1 matrix from Alexander Andrianov, SAS Institute Inc.
Size: 66463x66463
Nonzeros: 10352819
Kind: Optimization Problem
Author: A. Andrianov
Date: 2006
Link: https://sparse.tamu.edu/Andrianov/mip1
Size: 66463x66463
Nonzeros: 10352819
Kind: Optimization Problem
Author: A. Andrianov
Date: 2006
Link: https://sparse.tamu.edu/Andrianov/mip1
DIMACS10 set: random/rgg_n_2_19_s0
Size: 524288x524288
Nonzeros: 6539532
Kind: Undirected Random Graph
Author: M. Holtgrewe, P. Sanders, C. Schulz
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/rgg_n_2_19_s0
Size: 524288x524288
Nonzeros: 6539532
Kind: Undirected Random Graph
Author: M. Holtgrewe, P. Sanders, C. Schulz
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/rgg_n_2_19_s0
November 12, 2025 at 12:02 AM
DIMACS10 set: random/rgg_n_2_19_s0
Size: 524288x524288
Nonzeros: 6539532
Kind: Undirected Random Graph
Author: M. Holtgrewe, P. Sanders, C. Schulz
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/rgg_n_2_19_s0
Size: 524288x524288
Nonzeros: 6539532
Kind: Undirected Random Graph
Author: M. Holtgrewe, P. Sanders, C. Schulz
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/rgg_n_2_19_s0
SYMMETRIC MATRIX FROM ALAN GEORGE'S L-SHAPE PROBLEMS, 1978.
Size: 3466x3466
Nonzeros: 23896
Kind: Thermal Problem
Author: A. George
Date: 1978
Link: https://sparse.tamu.edu/HB/lshp3466
Size: 3466x3466
Nonzeros: 23896
Kind: Thermal Problem
Author: A. George
Date: 1978
Link: https://sparse.tamu.edu/HB/lshp3466
November 11, 2025 at 6:00 PM
SYMMETRIC MATRIX FROM ALAN GEORGE'S L-SHAPE PROBLEMS, 1978.
Size: 3466x3466
Nonzeros: 23896
Kind: Thermal Problem
Author: A. George
Date: 1978
Link: https://sparse.tamu.edu/HB/lshp3466
Size: 3466x3466
Nonzeros: 23896
Kind: Thermal Problem
Author: A. George
Date: 1978
Link: https://sparse.tamu.edu/HB/lshp3466
Random matrix, 1% uniformly distributed.
Size: 1000x1000
Nonzeros: 19980
Kind: Undirected Random Graph
Author: C. Helmberg
Date: 1996
Link: https://sparse.tamu.edu/Gset/G46
Size: 1000x1000
Nonzeros: 19980
Kind: Undirected Random Graph
Author: C. Helmberg
Date: 1996
Link: https://sparse.tamu.edu/Gset/G46
November 11, 2025 at 12:01 PM
Random matrix, 1% uniformly distributed.
Size: 1000x1000
Nonzeros: 19980
Kind: Undirected Random Graph
Author: C. Helmberg
Date: 1996
Link: https://sparse.tamu.edu/Gset/G46
Size: 1000x1000
Nonzeros: 19980
Kind: Undirected Random Graph
Author: C. Helmberg
Date: 1996
Link: https://sparse.tamu.edu/Gset/G46
Netlib LP problem greenbeb: minimize c'*x, where Ax=b, lo<=x<=hi
Size: 2392x5598
Nonzeros: 31070
Kind: Linear Programming Problem
Author: K. Palmer
Date: 1984
Link: https://sparse.tamu.edu/LPnetlib/lp_greenbeb
Size: 2392x5598
Nonzeros: 31070
Kind: Linear Programming Problem
Author: K. Palmer
Date: 1984
Link: https://sparse.tamu.edu/LPnetlib/lp_greenbeb
November 11, 2025 at 6:00 AM
Netlib LP problem greenbeb: minimize c'*x, where Ax=b, lo<=x<=hi
Size: 2392x5598
Nonzeros: 31070
Kind: Linear Programming Problem
Author: K. Palmer
Date: 1984
Link: https://sparse.tamu.edu/LPnetlib/lp_greenbeb
Size: 2392x5598
Nonzeros: 31070
Kind: Linear Programming Problem
Author: K. Palmer
Date: 1984
Link: https://sparse.tamu.edu/LPnetlib/lp_greenbeb
Symmetric indefinite KKT matrix, O. Schenk, Univ. of Basel
Size: 8345600x8345600
Nonzeros: 225422112
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt160
Size: 8345600x8345600
Nonzeros: 225422112
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt160
November 11, 2025 at 12:02 AM
Symmetric indefinite KKT matrix, O. Schenk, Univ. of Basel
Size: 8345600x8345600
Nonzeros: 225422112
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt160
Size: 8345600x8345600
Nonzeros: 225422112
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt160
The MathWorks, Inc: symmetric positive definite matrix
Size: 7102x7102
Nonzeros: 340200
Kind: Structural Problem
Author: B. Cheng
Date: 2006
Link: https://sparse.tamu.edu/MathWorks/Kuu
Size: 7102x7102
Nonzeros: 340200
Kind: Structural Problem
Author: B. Cheng
Date: 2006
Link: https://sparse.tamu.edu/MathWorks/Kuu
November 10, 2025 at 6:00 PM
The MathWorks, Inc: symmetric positive definite matrix
Size: 7102x7102
Nonzeros: 340200
Kind: Structural Problem
Author: B. Cheng
Date: 2006
Link: https://sparse.tamu.edu/MathWorks/Kuu
Size: 7102x7102
Nonzeros: 340200
Kind: Structural Problem
Author: B. Cheng
Date: 2006
Link: https://sparse.tamu.edu/MathWorks/Kuu
orbitRaising optimal control problem (matrix 4 of 4)
Size: 915x915
Nonzeros: 7790
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/orbitRaising_4
Size: 915x915
Nonzeros: 7790
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/orbitRaising_4
November 10, 2025 at 12:00 PM
orbitRaising optimal control problem (matrix 4 of 4)
Size: 915x915
Nonzeros: 7790
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/orbitRaising_4
Size: 915x915
Nonzeros: 7790
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/orbitRaising_4
FEM problem, temperature and deformation of a steel cylinder
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TK
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TK
November 10, 2025 at 6:00 AM
FEM problem, temperature and deformation of a steel cylinder
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TK
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TK
PKU SYMMETRIC STIFFNESS, GROUP SILOS IN DALIAN, CHINA
Size: 33960x33960
Nonzeros: 1583640
Kind: Structural Problem
Author: P. Chen
Date: 2002
Link: https://sparse.tamu.edu/Chen/pkustk09
Size: 33960x33960
Nonzeros: 1583640
Kind: Structural Problem
Author: P. Chen
Date: 2002
Link: https://sparse.tamu.edu/Chen/pkustk09
November 10, 2025 at 12:02 AM
PKU SYMMETRIC STIFFNESS, GROUP SILOS IN DALIAN, CHINA
Size: 33960x33960
Nonzeros: 1583640
Kind: Structural Problem
Author: P. Chen
Date: 2002
Link: https://sparse.tamu.edu/Chen/pkustk09
Size: 33960x33960
Nonzeros: 1583640
Kind: Structural Problem
Author: P. Chen
Date: 2002
Link: https://sparse.tamu.edu/Chen/pkustk09
Symmetric indefinite KKT matrix, O. Schenk, Univ. of Basel
Size: 16240000x16240000
Nonzeros: 440225632
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt200
Size: 16240000x16240000
Nonzeros: 440225632
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt200
November 9, 2025 at 6:00 PM
Symmetric indefinite KKT matrix, O. Schenk, Univ. of Basel
Size: 16240000x16240000
Nonzeros: 440225632
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt200
Size: 16240000x16240000
Nonzeros: 440225632
Kind: Optimization Problem
Author: O. Schenk, A. Waechter, M. Weiser
Date: 2008
Link: https://sparse.tamu.edu/Schenk/nlpkkt200
SYMMETRIC CONNECTION TABLE FROM DTNSRDC, WASHINGTON
Size: 512x512
Nonzeros: 3502
Kind: Structural Problem
Author: G. Everstine, D. Taylor
Date: 1980
Link: https://sparse.tamu.edu/HB/dwt_512
Size: 512x512
Nonzeros: 3502
Kind: Structural Problem
Author: G. Everstine, D. Taylor
Date: 1980
Link: https://sparse.tamu.edu/HB/dwt_512
November 9, 2025 at 12:00 PM
SYMMETRIC CONNECTION TABLE FROM DTNSRDC, WASHINGTON
Size: 512x512
Nonzeros: 3502
Kind: Structural Problem
Author: G. Everstine, D. Taylor
Date: 1980
Link: https://sparse.tamu.edu/HB/dwt_512
Size: 512x512
Nonzeros: 3502
Kind: Structural Problem
Author: G. Everstine, D. Taylor
Date: 1980
Link: https://sparse.tamu.edu/HB/dwt_512
spaceStation optimal control problem (matrix 13 of 14)
Size: 1617x1617
Nonzeros: 23649
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/spaceStation_13
Size: 1617x1617
Nonzeros: 23649
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/spaceStation_13
November 9, 2025 at 6:00 AM
spaceStation optimal control problem (matrix 13 of 14)
Size: 1617x1617
Nonzeros: 23649
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/spaceStation_13
Size: 1617x1617
Nonzeros: 23649
Kind: Optimal Control Problem
Author: B. Senses, A. Rao
Date: 2015
Link: https://sparse.tamu.edu/VDOL/spaceStation_13
Deterministic equiv. of stochastic linear programming problem
Size: 7647x21777
Nonzeros: 44547
Kind: Linear Programming Problem
Author: N/A
Date: 2004
Link: https://sparse.tamu.edu/Meszaros/deter3
Size: 7647x21777
Nonzeros: 44547
Kind: Linear Programming Problem
Author: N/A
Date: 2004
Link: https://sparse.tamu.edu/Meszaros/deter3
November 9, 2025 at 12:04 AM
Deterministic equiv. of stochastic linear programming problem
Size: 7647x21777
Nonzeros: 44547
Kind: Linear Programming Problem
Author: N/A
Date: 2004
Link: https://sparse.tamu.edu/Meszaros/deter3
Size: 7647x21777
Nonzeros: 44547
Kind: Linear Programming Problem
Author: N/A
Date: 2004
Link: https://sparse.tamu.edu/Meszaros/deter3
Symmetric powers of graphs from Gordon Royle, Univ Western Australia
Size: 560x560
Nonzeros: 8736
Kind: Combinatorial Problem
Author: G. Royle
Date: 2008
Link: https://sparse.tamu.edu/JGD_SPG/EX2
Size: 560x560
Nonzeros: 8736
Kind: Combinatorial Problem
Author: G. Royle
Date: 2008
Link: https://sparse.tamu.edu/JGD_SPG/EX2
November 8, 2025 at 6:00 PM
Symmetric powers of graphs from Gordon Royle, Univ Western Australia
Size: 560x560
Nonzeros: 8736
Kind: Combinatorial Problem
Author: G. Royle
Date: 2008
Link: https://sparse.tamu.edu/JGD_SPG/EX2
Size: 560x560
Nonzeros: 8736
Kind: Combinatorial Problem
Author: G. Royle
Date: 2008
Link: https://sparse.tamu.edu/JGD_SPG/EX2
2D 197-by-195 complex mesh. Wonsik Kim, Korea
Size: 38415x38415
Nonzeros: 933195
Kind: 2D/3D Problem
Author: W. Kim
Date: 2002
Link: https://sparse.tamu.edu/Kim/kim1
Size: 38415x38415
Nonzeros: 933195
Kind: 2D/3D Problem
Author: W. Kim
Date: 2002
Link: https://sparse.tamu.edu/Kim/kim1
November 8, 2025 at 12:00 PM
2D 197-by-195 complex mesh. Wonsik Kim, Korea
Size: 38415x38415
Nonzeros: 933195
Kind: 2D/3D Problem
Author: W. Kim
Date: 2002
Link: https://sparse.tamu.edu/Kim/kim1
Size: 38415x38415
Nonzeros: 933195
Kind: 2D/3D Problem
Author: W. Kim
Date: 2002
Link: https://sparse.tamu.edu/Kim/kim1
3D structural problem
Size: 4147110x4147110
Nonzeros: 316548962
Kind: 2D/3D Problem
Author: C. Janna, M. Ferronato
Date: 2014
Link: https://sparse.tamu.edu/Janna/Queen_4147
Size: 4147110x4147110
Nonzeros: 316548962
Kind: 2D/3D Problem
Author: C. Janna, M. Ferronato
Date: 2014
Link: https://sparse.tamu.edu/Janna/Queen_4147
November 8, 2025 at 6:00 AM
3D structural problem
Size: 4147110x4147110
Nonzeros: 316548962
Kind: 2D/3D Problem
Author: C. Janna, M. Ferronato
Date: 2014
Link: https://sparse.tamu.edu/Janna/Queen_4147
Size: 4147110x4147110
Nonzeros: 316548962
Kind: 2D/3D Problem
Author: C. Janna, M. Ferronato
Date: 2014
Link: https://sparse.tamu.edu/Janna/Queen_4147
DIMACS10 set: redistrict/ct2010 and ct2010a
Size: 67578x67578
Nonzeros: 336352
Kind: Undirected Weighted Graph
Author: W. Zhao
Date: 2010
Link: https://sparse.tamu.edu/DIMACS10/ct2010
Size: 67578x67578
Nonzeros: 336352
Kind: Undirected Weighted Graph
Author: W. Zhao
Date: 2010
Link: https://sparse.tamu.edu/DIMACS10/ct2010
November 8, 2025 at 12:02 AM
DIMACS10 set: redistrict/ct2010 and ct2010a
Size: 67578x67578
Nonzeros: 336352
Kind: Undirected Weighted Graph
Author: W. Zhao
Date: 2010
Link: https://sparse.tamu.edu/DIMACS10/ct2010
Size: 67578x67578
Nonzeros: 336352
Kind: Undirected Weighted Graph
Author: W. Zhao
Date: 2010
Link: https://sparse.tamu.edu/DIMACS10/ct2010
barth, with coordinates. From NASA, collected by Alex Pothen
Size: 6691x6691
Nonzeros: 46187
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/barth
Size: 6691x6691
Nonzeros: 46187
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/barth
November 7, 2025 at 6:00 PM
barth, with coordinates. From NASA, collected by Alex Pothen
Size: 6691x6691
Nonzeros: 46187
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/barth
Size: 6691x6691
Nonzeros: 46187
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/barth
skirt, with coordinates. From NASA, collected by Alex Pothen
Size: 12598x12598
Nonzeros: 196520
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/skirt
Size: 12598x12598
Nonzeros: 196520
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/skirt
November 7, 2025 at 12:00 PM
skirt, with coordinates. From NASA, collected by Alex Pothen
Size: 12598x12598
Nonzeros: 196520
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/skirt
Size: 12598x12598
Nonzeros: 196520
Kind: Structural Problem
Author: NASA
Date: 2003
Link: https://sparse.tamu.edu/Pothen/skirt
TEST MATRIX FROM FIDAP: EX1.MAT
Size: 216x216
Nonzeros: 4317
Kind: Computational Fluid Dynamics Problem
Author: A. Baggag, Y. Saad
Date: 1994
Link: https://sparse.tamu.edu/FIDAP/ex1
Size: 216x216
Nonzeros: 4317
Kind: Computational Fluid Dynamics Problem
Author: A. Baggag, Y. Saad
Date: 1994
Link: https://sparse.tamu.edu/FIDAP/ex1
November 7, 2025 at 6:00 AM
TEST MATRIX FROM FIDAP: EX1.MAT
Size: 216x216
Nonzeros: 4317
Kind: Computational Fluid Dynamics Problem
Author: A. Baggag, Y. Saad
Date: 1994
Link: https://sparse.tamu.edu/FIDAP/ex1
Size: 216x216
Nonzeros: 4317
Kind: Computational Fluid Dynamics Problem
Author: A. Baggag, Y. Saad
Date: 1994
Link: https://sparse.tamu.edu/FIDAP/ex1
FEM problem, temperature and deformation of a steel cylinder
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TC
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TC
November 7, 2025 at 12:03 AM
FEM problem, temperature and deformation of a steel cylinder
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TC
Size: 102158x102158
Nonzeros: 711558
Kind: Thermal Problem
Author: I. Botonakis
Date: 2009
Link: https://sparse.tamu.edu/Botonakis/thermomech_TC
DIMACS10 set: clustering/preferentialAttachment
Size: 100000x100000
Nonzeros: 999970
Kind: Random Undirected Graph
Author: H. Meyerhenke
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/preferentialAttachment
Size: 100000x100000
Nonzeros: 999970
Kind: Random Undirected Graph
Author: H. Meyerhenke
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/preferentialAttachment
November 6, 2025 at 6:00 PM
DIMACS10 set: clustering/preferentialAttachment
Size: 100000x100000
Nonzeros: 999970
Kind: Random Undirected Graph
Author: H. Meyerhenke
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/preferentialAttachment
Size: 100000x100000
Nonzeros: 999970
Kind: Random Undirected Graph
Author: H. Meyerhenke
Date: 2011
Link: https://sparse.tamu.edu/DIMACS10/preferentialAttachment
Mycielskian graph M9
Size: 383x383
Nonzeros: 14542
Kind: Undirected Graph
Author: J. Mycielski
Date: 2018
Link: https://sparse.tamu.edu/Mycielski/mycielskian9
Size: 383x383
Nonzeros: 14542
Kind: Undirected Graph
Author: J. Mycielski
Date: 2018
Link: https://sparse.tamu.edu/Mycielski/mycielskian9
November 6, 2025 at 12:00 PM
Mycielskian graph M9
Size: 383x383
Nonzeros: 14542
Kind: Undirected Graph
Author: J. Mycielski
Date: 2018
Link: https://sparse.tamu.edu/Mycielski/mycielskian9
Size: 383x383
Nonzeros: 14542
Kind: Undirected Graph
Author: J. Mycielski
Date: 2018
Link: https://sparse.tamu.edu/Mycielski/mycielskian9
Brazilian Interconnect Power System (BIPS/97) (CEPEL, Brazil)
Size: 13309x13309
Nonzeros: 48872
Kind: Eigenvalue/Model Reduction Problem
Author: N. Martins
Date: 2010
Link: https://sparse.tamu.edu/Rommes/mimo8x8_system
Size: 13309x13309
Nonzeros: 48872
Kind: Eigenvalue/Model Reduction Problem
Author: N. Martins
Date: 2010
Link: https://sparse.tamu.edu/Rommes/mimo8x8_system
November 6, 2025 at 6:00 AM
Brazilian Interconnect Power System (BIPS/97) (CEPEL, Brazil)
Size: 13309x13309
Nonzeros: 48872
Kind: Eigenvalue/Model Reduction Problem
Author: N. Martins
Date: 2010
Link: https://sparse.tamu.edu/Rommes/mimo8x8_system
Size: 13309x13309
Nonzeros: 48872
Kind: Eigenvalue/Model Reduction Problem
Author: N. Martins
Date: 2010
Link: https://sparse.tamu.edu/Rommes/mimo8x8_system