## Solver Square Comparison: Considers all models.

Results created on 03/08/11 11:29:00 using the PAVER Server/Performance tools available at http://www.gamsworld.eu/performance/paver

Compares all solver return outcomes (for example optimal, locally optimal, infeasible, unbounded, fail) of one solver with all return outcomes of another solver. Interrupt denotes resource or iteration limit has been reached.

Solver CPLEX is represented on the left (rows) and solver MOSEK on top (columns).

See the solver return definitions for return codes. Models having trace data only in one trace file are listed in the "no data" column of the other.

Input File Number Filename
Tracefile 1: CPLEX-0.trc
Tracefile 2: MOSEK-0.trc
Solvers used : CPLEX
MOSEK
Modeltype(s)   LP

 MOSEK: optimal MOSEK: locally optimal MOSEK: feasible MOSEK: infeasible MOSEK: unbounded MOSEK: fail MOSEK: no data total CPLEX CPLEX: optimal 110 - - - - - - 110 CPLEX: locally optimal - - - - - - - - CPLEX: feasible - - - - - - - - CPLEX: infeasible - - - 3 - - - 3 CPLEX: unbounded - - - - - - - - CPLEX: fail 1 - - 1 - 1 - 3 CPLEX: no data - - - - - - - - total MOSEK 111 - - 4 - 1 - 116

### Solver return definitions:

 Outcome Model Status Solver Status optimal 1 or 15 1 locally optimal 2 any feasible 7 or 16 or 17 1 or 2 or 3 or 4 or 5 infeasible 4 or 5 or 19 1 unbounded 3 or 18 1 fail all other all other

### Solver Resource Times

• Models for each solver pair outcome. Listed are the solver resource times TIME(.) in seconds, as well as the ratio RATIO(./.) of resource times for the two solvers if both solved optimally.
• Also listed are the objective values OBJ(.) using both solvers. The better solution found is listed in boldface. A solution is considered better, if the relative objective function difference is greater than 1.00E-05. If both solutions are less than 1e-1, we use the absolute difference.
• Solver resource time ratios for a particular model are listed only if one solver has resource greater than 5.00E-02.

### CPLEX: optimal -- MOSEK: optimal

Modelname Time (CPLEX) Time (MOSEK) Ratio (CPLEX/MOSEK) Obj (CPLEX) Obj (MOSEK)
aa01 1.1700 0.5050 2.317 55535.43638822 55535.43638822
aa03 0.5900 0.4090 1.443 49616.36363636 49616.36363636
air02 0.0300 0.1100 0.273 7640.00000000 7640.00000000
air06 0.5900 0.4100 1.439 49616.36363636 49616.36363636
baxter 0.6300 2.8030 0.225 56007255.67225310 56007255.67225310
car4 0.2800 0.2890 0.969 35.46037017 35.46037017
cari 0.0400 0.1000 0.400 581.89305779 581.89305779
co5 1.2000 0.6400 1.875 714469.55375105 714469.55375125
co9 5.3000 1.6670 3.179 946920.43028456 946920.43028456
cq5 0.7700 0.5910 1.303 400133.80747262 400133.80747262
cq9 3.2600 1.3850 2.354 505541.70980727 505541.70980727
crew1 0.1500 0.1180 1.271 20.55555556 20.55555556
ex3sta1 13.9700 17.5600 0.796 -63.07540325 -63.07540325
fit2d 0.2200 0.3190 0.690 -68464.29329383 -68464.29329383
fit2p 1.6700 0.3090 5.405 68464.29329383 68464.29329383
fome11 0.0900 0.1760 0.511 0.00000000 0.00000000
fome12 0.2000 0.3850 0.519 0.00000000 0.00000000
gen1 0.0900 1.1250 0.080 0.00000006 0.00000100
gen2 7.2200 2.1620 3.340 3.29279078 3.29279075
gen4 0.5900 23.8080 0.025 0.00000000 0.00000186
jendrec1 0.7600 0.9500 0.800 7028.46051135 7028.46051135
ken-11 0.1900 0.5490 0.346 -6972382262.51997100 -6972382262.51999000
ken-13 0.6000 1.3310 0.451 -1.0257394789482E+10 -1.0257394789483E+10
l30 8.8500 9.7880 0.904 0.95266134 0.95266140
lp22 12.9300 4.1960 3.082 458.94459411 458.94459411
lpl3 0.7000 1.2430 0.563 27318.00000000 27318.00000000
maros-r7 1.0300 1.1880 0.867 1497185.16647964 1497185.16647971
mod2 2.4300 8.4140 0.289 27737371.36444530 27737371.36444260
model10 6.2200 0.9530 6.527 -154599.62130064 -154599.62130064
model11 0.3000 0.7450 0.403 0.00000000 0.00000000
model5 1.2500 0.5530 2.260 -858440.72907343 -858440.72907343
model7 1.7700 0.4020 4.403 49380.08549287 49380.08549287
model9 0.6000 0.5560 1.079 -141123.09361299 -141123.09360783
nemspmm1 1.7900 0.4690 3.817 -327415.83567076 -327415.83567076
nemspmm2 1.8200 0.5690 3.199 -291794.83608908 -291794.83608908
nemswrld 22.2000 2.2070 10.059 260.30896600 260.30896601
nsir1 0.0700 0.7220 0.097 -28909033.00000000 -28909033.00000000
nsir2 0.1800 1.0930 0.165 -27175593.50000000 -27175593.50000000
nug15 1003.0500 61.6110 16.280 1040.99404096 1040.99404096
osa-07 0.1300 0.3020 0.430 535722.51729935 535722.51729935
p010 0.4000 0.6560 0.610 1115047.91511081 1115047.91511082
p05 0.1600 0.3290 0.486 556000.27662588 556000.27662588
pcb3000 0.4100 0.5640 0.727 137416.41961282 137416.41961282
pds-06 0.2000 0.8310 0.241 27761037600.00000000 27761037600.00000000
pds-10 0.4500 2.3630 0.190 26727094976.00000000 26727094976.00000000
pilot87 6.7600 2.4050 2.811 301.71035696 301.71036006
qap15 1086.8500 56.7330 19.157 1040.99404096 1040.99404096
r05 0.1800 0.3660 0.492 557831.85904066 557831.85904066
rat1 0.2000 0.3070 0.651 1999531.66287928 1999531.66287928
rat5 0.6800 0.6340 1.073 3083707.01043842 3083707.01043842
rosen10 0.2300 0.2150 1.070 -174215.45613870 -174215.45613870
scfxm1-2b-64 1.4800 2.3620 0.627 2877.56386371 2877.56386371
scfxm1-2r-64 0.5100 0.6840 0.746 2877.56386371 2877.56386371
scfxm1-2r-96 0.9200 1.6870 0.545 2891.70611371 2891.70611371
scrs8-2r-512 0.0900 0.1660 0.542 1074.09934157 1074.09934157
scsd8-2b-64 0.1700 0.5960 0.285 15.99866803 15.99866803
scsd8-2c-64 0.1800 0.6320 0.285 14.99923200 14.99923200
scsd8-2r-108 0.0600 0.2790 0.215 23.69999434 23.69999434
scsd8-2r-216 0.1500 0.6880 0.218 23.39998395 23.39998388
sctap1-2b-64 0.1900 0.9250 0.205 484.56000000 484.56000000
slptsk 0.5600 1.3090 0.428 29.89536602 29.89536602
south31 13.9900 0.4670 29.957 1818940197.10106000 1818940197.10106000
stocfor3 0.6600 0.7910 0.834 -39976.78394365 -39976.78394365
testbig 0.1500 0.3900 0.385 -60.42296073 -60.42296073
ulevimin 9.2400 2.2820 4.049 -5191101861.43197000 -5191101861.43198000
wood1p 0.0200 0.1010 0.198 1.44290241 1.44290241
world 2.1500 7.7920 0.276 40364873.11411920 40364873.11417230
bas1lp 4.4000 15.1720 0.290 363.00000000 363.00000000
cre-b 1.4200 1.6140 0.880 23129639.88683240 23129639.88683240
cre-d 0.6400 1.2840 0.498 24454969.76454920 24454969.76454920
fome13 0.4400 0.8150 0.540 0.00000000 0.00000000
fome20 2.6400 12.2000 0.216 23821658640.00000000 23821658640.00000000
fome21 5.3000 28.4430 0.186 47346318912.00000000 47346318912.00000000
ken-18 4.0900 7.2680 0.563 -5.2217025287397E+10 -5.2217025287397E+10
kl02 0.1900 0.4370 0.435 215.25000000 215.25000000
nemsemm2 0.3000 0.9600 0.313 581079.57090468 581079.57090469
nsct1 0.3200 27.6160 0.012 -38922436.00000000 -38922436.00000000
nsct2 0.6300 15.4340 0.041 -37175082.00000000 -37175082.00000000
osa-14 0.2800 0.9240 0.303 1106462.84473626 1106462.84473625
osa-30 0.6900 2.4060 0.287 2142139.87320976 2142139.87320977
pds-20 2.6100 12.5670 0.208 23821658640.00000000 23821658640.00000000
pds-30 6.3100 29.4490 0.214 21385445736.00000000 21385445736.00000000
pds-40 8.7100 60.3230 0.144 18855198824.00000000 18855198824.00000000
pds-50 15.2300 120.7650 0.126 16603525724.00000000 16603525724.00000000
pds-60 17.2900 215.3450 0.080 14265904407.00000000 14265904407.00000000
rail507 4.1600 1.6650 2.498 172.14556668 172.14556668
rail516 1.4100 1.0160 1.388 182.00000000 182.00000000
rail582 1.9400 1.7080 1.136 209.71223296 209.71223296
rat7a 5.1700 5.6910 0.908 2074371.41572829 2074371.41572828
rlfddd 0.2100 1.8470 0.114 -13.00000000 -13.00000000
rlfdual 3.7400 6.8650 0.545 -1.00000000 -1.00000000
rlfprim 0.5200 2.0530 0.253 1.00000000 1.00000000
route 0.1900 3.9270 0.048 5941.65027667 5941.65027667
scsd8-2r-432 0.3500 1.6090 0.218 25.79996959 25.79996945
t0331-4l 9.6000 1.5020 6.391 29730.03335194 29730.03335194
us04 0.2400 0.5480 0.438 17731.66666667 17731.66666667
watson_1 10.5200 29.7630 0.353 -1609.28079574 -1609.28071460
dbic1 39.1600 23.9970 1.632 -9768973.00000000 -9768973.00000000
dbir1 0.5800 29.7670 0.019 -8106707.00000000 -8106707.00000000
dbir2 0.9500 10.8880 0.087 -6116916.50000000 -6116916.50000000
nemsemm1 0.7300 4.1270 0.177 512959.60078798 512959.60078797
nw14 0.6600 3.6460 0.181 61844.00000000 61844.00000000
osa-60 1.9500 7.2560 0.269 4044072.50315743 4044072.50315744
pds-100 41.8700 508.2810 0.082 10928229968.00000000 10928229968.00000000
pds-70 26.1600 388.1620 0.067 12241162812.00000000 12241162812.00000000
pds-80 38.3000 472.3760 0.081 11469077462.00000000 11469077462.00000000
pds-90 39.0900 416.5980 0.094 11087561635.00000000 11087561635.00000000
rail2586 882.0100 59.5150 14.820 935.92182057 935.92182057
rail4284 1875.6000 145.9040 12.855 1054.05449127 1054.05449127
self 17.7300 1237.5020 0.014 0.00000000 0.00000000

### CPLEX: infeasible -- MOSEK: infeasible

Modelname Time (CPLEX) Time (MOSEK) Ratio (CPLEX/MOSEK) Status (CPLEX) Status (MOSEK)
bgindy 0.0700 0.2060 --- mstat( 4)sstat( 1) mstat( 4)sstat( 1)
gosh 0.8800 0.0710 --- mstat( 4)sstat( 1) mstat( 4)sstat( 1)
lpl1 51.0800 1.4960 --- mstat( 4)sstat( 1) mstat( 4)sstat( 1)

### CPLEX: fail -- MOSEK: optimal

Modelname Time (CPLEX) Time (MOSEK) Ratio (CPLEX/MOSEK) Status (CPLEX) Obj (MOSEK)
nug20 3599.0000 1473.1660 --- mstat( 6)sstat( 3) 2181.60332164

### CPLEX: fail -- MOSEK: infeasible

Modelname Time (CPLEX) Time (MOSEK) Ratio (CPLEX/MOSEK) Status (CPLEX) Status (MOSEK)
sgpf5y6 3600.5800 1.3990 --- mstat( 6)sstat( 3) mstat( 4)sstat( 1)

### CPLEX: fail -- MOSEK: fail

Modelname Time (CPLEX) Time (MOSEK) Ratio (CPLEX/MOSEK) Status (CPLEX) Status (MOSEK)
nug30 3654.5100 NA --- mstat( 6)sstat( 3) mstat(13)sstat(13)

### CPLEX: optimal:

Modelname Time (CPLEX) Obj (CPLEX)
aa01 1.1700 55535.43638822
aa03 0.5900 49616.36363636
air02 0.0300 7640.00000000
air06 0.5900 49616.36363636
baxter 0.6300 56007255.67225310
car4 0.2800 35.46037017
cari 0.0400 581.89305779
co5 1.2000 714469.55375105
co9 5.3000 946920.43028456
cq5 0.7700 400133.80747262
cq9 3.2600 505541.70980727
crew1 0.1500 20.55555556
ex3sta1 13.9700 -63.07540325
fit2d 0.2200 -68464.29329383
fit2p 1.6700 68464.29329383
fome11 0.0900 0.00000000
fome12 0.2000 0.00000000
gen1 0.0900 0.00000006
gen2 7.2200 3.29279078
gen4 0.5900 0.00000000
jendrec1 0.7600 7028.46051135
ken-11 0.1900 -6972382262.51997100
ken-13 0.6000 -1.0257394789482E+10
l30 8.8500 0.95266134
lp22 12.9300 458.94459411
lpl3 0.7000 27318.00000000
maros-r7 1.0300 1497185.16647964
mod2 2.4300 27737371.36444530
model10 6.2200 -154599.62130064
model11 0.3000 0.00000000
model5 1.2500 -858440.72907343
model7 1.7700 49380.08549287
model9 0.6000 -141123.09361299
nemspmm1 1.7900 -327415.83567076
nemspmm2 1.8200 -291794.83608908
nemswrld 22.2000 260.30896600
nsir1 0.0700 -28909033.00000000
nsir2 0.1800 -27175593.50000000
nug15 1003.0500 1040.99404096
osa-07 0.1300 535722.51729935
p010 0.4000 1115047.91511081
p05 0.1600 556000.27662588
pcb3000 0.4100 137416.41961282
pds-06 0.2000 27761037600.00000000
pds-10 0.4500 26727094976.00000000
pilot87 6.7600 301.71035696
qap15 1086.8500 1040.99404096
r05 0.1800 557831.85904066
rat1 0.2000 1999531.66287928
rat5 0.6800 3083707.01043842
rosen10 0.2300 -174215.45613870
scfxm1-2b-64 1.4800 2877.56386371
scfxm1-2r-64 0.5100 2877.56386371
scfxm1-2r-96 0.9200 2891.70611371
scrs8-2r-512 0.0900 1074.09934157
scsd8-2b-64 0.1700 15.99866803
scsd8-2c-64 0.1800 14.99923200
scsd8-2r-108 0.0600 23.69999434
scsd8-2r-216 0.1500 23.39998395
sctap1-2b-64 0.1900 484.56000000
slptsk 0.5600 29.89536602
south31 13.9900 1818940197.10106000
stocfor3 0.6600 -39976.78394365
testbig 0.1500 -60.42296073
ulevimin 9.2400 -5191101861.43197000
wood1p 0.0200 1.44290241
world 2.1500 40364873.11411920
bas1lp 4.4000 363.00000000
cre-b 1.4200 23129639.88683240
cre-d 0.6400 24454969.76454920
fome13 0.4400 0.00000000
fome20 2.6400 23821658640.00000000
fome21 5.3000 47346318912.00000000
ken-18 4.0900 -5.2217025287397E+10
kl02 0.1900 215.25000000
nemsemm2 0.3000 581079.57090468
nsct1 0.3200 -38922436.00000000
nsct2 0.6300 -37175082.00000000
osa-14 0.2800 1106462.84473626
osa-30 0.6900 2142139.87320976
pds-20 2.6100 23821658640.00000000
pds-30 6.3100 21385445736.00000000
pds-40 8.7100 18855198824.00000000
pds-50 15.2300 16603525724.00000000
pds-60 17.2900 14265904407.00000000
rail507 4.1600 172.14556668
rail516 1.4100 182.00000000
rail582 1.9400 209.71223296
rat7a 5.1700 2074371.41572829
rlfddd 0.2100 -13.00000000
rlfdual 3.7400 -1.00000000
rlfprim 0.5200 1.00000000
route 0.1900 5941.65027667
scsd8-2r-432 0.3500 25.79996959
t0331-4l 9.6000 29730.03335194
us04 0.2400 17731.66666667
watson_1 10.5200 -1609.28079574
dbic1 39.1600 -9768973.00000000
dbir1 0.5800 -8106707.00000000
dbir2 0.9500 -6116916.50000000
nemsemm1 0.7300 512959.60078798
nw14 0.6600 61844.00000000
osa-60 1.9500 4044072.50315743
pds-100 41.8700 10928229968.00000000
pds-70 26.1600 12241162812.00000000
pds-80 38.3000 11469077462.00000000
pds-90 39.0900 11087561635.00000000
rail2586 882.0100 935.92182057
rail4284 1875.6000 1054.05449127
self 17.7300 0.00000000

### CPLEX: infeasible:

Modelname Time (CPLEX) Status (CPLEX)
bgindy -- mstat( 4) sstat( 1)
gosh -- mstat( 4) sstat( 1)
lpl1 -- mstat( 4) sstat( 1)

### CPLEX: fail:

Modelname Time (CPLEX) Status (CPLEX)
nug20 -- mstat( 6) sstat( 3)
sgpf5y6 -- mstat( 6) sstat( 3)
nug30 -- mstat( 6) sstat( 3)

### MOSEK: optimal:

Modelname Time (MOSEK) Obj (MOSEK)
aa01 0.5050 55535.43638822
aa03 0.4090 49616.36363636
air02 0.1100 7640.00000000
air06 0.4100 49616.36363636
baxter 2.8030 56007255.67225310
car4 0.2890 35.46037017
cari 0.1000 581.89305779
co5 0.6400 714469.55375125
co9 1.6670 946920.43028456
cq5 0.5910 400133.80747262
cq9 1.3850 505541.70980727
crew1 0.1180 20.55555556
ex3sta1 17.5600 -63.07540325
fit2d 0.3190 -68464.29329383
fit2p 0.3090 68464.29329383
fome11 0.1760 0.00000000
fome12 0.3850 0.00000000
gen1 1.1250 0.00000100
gen2 2.1620 3.29279075
gen4 23.8080 0.00000186
jendrec1 0.9500 7028.46051135
ken-11 0.5490 -6972382262.51999000
ken-13 1.3310 -1.0257394789483E+10
l30 9.7880 0.95266140
lp22 4.1960 458.94459411
lpl3 1.2430 27318.00000000
maros-r7 1.1880 1497185.16647971
mod2 8.4140 27737371.36444260
model10 0.9530 -154599.62130064
model11 0.7450 0.00000000
model5 0.5530 -858440.72907343
model7 0.4020 49380.08549287
model9 0.5560 -141123.09360783
nemspmm1 0.4690 -327415.83567076
nemspmm2 0.5690 -291794.83608908
nemswrld 2.2070 260.30896601
nsir1 0.7220 -28909033.00000000
nsir2 1.0930 -27175593.50000000
nug15 61.6110 1040.99404096
osa-07 0.3020 535722.51729935
p010 0.6560 1115047.91511082
p05 0.3290 556000.27662588
pcb3000 0.5640 137416.41961282
pds-06 0.8310 27761037600.00000000
pds-10 2.3630 26727094976.00000000
pilot87 2.4050 301.71036006
qap15 56.7330 1040.99404096
r05 0.3660 557831.85904066
rat1 0.3070 1999531.66287928
rat5 0.6340 3083707.01043842
rosen10 0.2150 -174215.45613870
scfxm1-2b-64 2.3620 2877.56386371
scfxm1-2r-64 0.6840 2877.56386371
scfxm1-2r-96 1.6870 2891.70611371
scrs8-2r-512 0.1660 1074.09934157
scsd8-2b-64 0.5960 15.99866803
scsd8-2c-64 0.6320 14.99923200
scsd8-2r-108 0.2790 23.69999434
scsd8-2r-216 0.6880 23.39998388
sctap1-2b-64 0.9250 484.56000000
slptsk 1.3090 29.89536602
south31 0.4670 1818940197.10106000
stocfor3 0.7910 -39976.78394365
testbig 0.3900 -60.42296073
ulevimin 2.2820 -5191101861.43198000
wood1p 0.1010 1.44290241
world 7.7920 40364873.11417230
bas1lp 15.1720 363.00000000
cre-b 1.6140 23129639.88683240
cre-d 1.2840 24454969.76454920
fome13 0.8150 0.00000000
fome20 12.2000 23821658640.00000000
fome21 28.4430 47346318912.00000000
ken-18 7.2680 -5.2217025287397E+10
kl02 0.4370 215.25000000
nemsemm2 0.9600 581079.57090469
nsct1 27.6160 -38922436.00000000
nsct2 15.4340 -37175082.00000000
nug20 1473.1660 2181.60332164
osa-14 0.9240 1106462.84473625
osa-30 2.4060 2142139.87320977
pds-20 12.5670 23821658640.00000000
pds-30 29.4490 21385445736.00000000
pds-40 60.3230 18855198824.00000000
pds-50 120.7650 16603525724.00000000
pds-60 215.3450 14265904407.00000000
rail507 1.6650 172.14556668
rail516 1.0160 182.00000000
rail582 1.7080 209.71223296
rat7a 5.6910 2074371.41572828
rlfddd 1.8470 -13.00000000
rlfdual 6.8650 -1.00000000
rlfprim 2.0530 1.00000000
route 3.9270 5941.65027667
scsd8-2r-432 1.6090 25.79996945
t0331-4l 1.5020 29730.03335194
us04 0.5480 17731.66666667
watson_1 29.7630 -1609.28071460
dbic1 23.9970 -9768973.00000000
dbir1 29.7670 -8106707.00000000
dbir2 10.8880 -6116916.50000000
nemsemm1 4.1270 512959.60078797
nw14 3.6460 61844.00000000
osa-60 7.2560 4044072.50315744
pds-100 508.2810 10928229968.00000000
pds-70 388.1620 12241162812.00000000
pds-80 472.3760 11469077462.00000000
pds-90 416.5980 11087561635.00000000
rail2586 59.5150 935.92182057
rail4284 145.9040 1054.05449127
self 1237.5020 0.00000000

### MOSEK: infeasible:

Modelname Time (MOSEK) Status (MOSEK)
bgindy -- mstat( 4)sstat( 1)
gosh -- mstat( 4)sstat( 1)
lpl1 -- mstat( 4)sstat( 1)
sgpf5y6 -- mstat( 4)sstat( 1)

### MOSEK: fail:

Modelname Time (MOSEK) Status (MOSEK)
nug30 -- mstat(13)sstat(13)