## Resource Times:

 Date / Time: 09/29/08 16:20:37

See the solver return definitions for optimal/feasible model and solve statuses. Solutions are not checked for how close they are to eachother. Resource times are considered the same, if they are within 10% of eachother. A solver is considered faster than another, if it is less than 50% faster than the other. A solver is considered much faster than another, if it is more than 50% faster than the other.

If a model was not solved optimal/feasible by both solvers, the resource time is considered the same. If a model was solved optimal/feasible by solver A but not by solver B, then solver A is considered infinitely faster than solver B. Similarly, if one solver has trace data and the other has no data, then the first solver is consideredinfinitely faster.

A solver is considered to have a better objective function value, if the relative objective value difference is greater than 1.00E-05 For objective values below 1e-1 we use absolute differences.

 Tracefile 1 : LINDOGLOBAL-1.trc.convex Tracefile 2 : BONMIN-6.trc.convex Solvers used : LINDOGLOBAL BONMINOA Modeltype(s) MINLP Threshold: Solver Faster 10% Threshold: Solver Much Faster 50% Threshold: Solver Infinitely Faster Other solver failed

 Total Obj LINDOGLOBAL better Obj same Obj BONMINOA better Solver LINDOGLOBAL infinitely faster : 2 2 - - Solver LINDOGLOBAL much faster : 1 - 1 - Solver LINDOGLOBAL faster : 4 - 4 - Solvers perform the same : 17 1 13 3 Solver BONMINOA faster : 1 - 1 - Solver BONMINOA much faster : 12 3 8 1 Solver BONMINOA infinitely faster : - - - - Both solvers failed to solve optimally : 1 - 1 - Total models: : 38 6 28 4

### Solver return definition:

 Outcome Model Status Solver Status globally optimal 1 or 15 1 locally optimal/feasible 2 or 8 or 16 1 or 2 or 3 or 4 or 5

### Resource Times:

• Models for each resource time category. Listed are the solver resource times TIME(.) in seconds, as well as the ratio of resource times RATIO(.)for the two solvers if both solved optimally. Models not solved optimally by a solver have status listed instead of resource time.
• 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.
• Solver resource time ratios for a particular model are listed only if both solvers are optimal and if one solver has resource time greater than 5.00E-02.

#### Solver LINDOGLOBAL infinitely faster - Obj of LINDOGLOBAL better:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) st_miqp2 0.0440 fail -- 2.00000000E+00 NA stockcycle 310.0830 fail -- 1.20532622E+05 NA

#### Solver LINDOGLOBAL much faster - Obj same for both solvers:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) meanvarx 0.0820 0.3100 0.265 1.43692321E+01 1.43692321E+01

#### Solver LINDOGLOBAL faster - Obj same for both solvers:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) alan 0.0250 0.2400 --- 2.92500000E+00 2.92500000E+00 ex1223 0.0970 0.1200 0.808 4.57958240E+00 4.57958249E+00 risk2bpb 2.2250 2.5900 0.859 -5.58761394E+01 -5.58761394E+01 synthes1 0.0440 0.1600 --- 6.00975902E+00 6.00975891E+00

#### Solvers perform the same - Obj of LINDOGLOBAL better:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) st_test8 0.0290 0.0000 --- -2.96050000E+04 -2.95750000E+04

#### Solvers perform the same - Obj same for both solvers:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) batch 2.2470 2.2100 1.017 2.85506508E+05 2.85506508E+05 ex1223a 0.0220 0.0200 --- 4.57958240E+00 4.57958240E+00 ex1223b 0.0730 0.0700 1.043 4.57958240E+00 4.57958240E+00 gbd 0.0090 0.0100 --- 2.20000000E+00 2.20000000E+00 nvs03 0.0270 0.0000 --- 1.60000000E+01 1.60000000E+01 nvs10 0.0170 0.0200 --- -3.10800000E+02 -3.10800000E+02 st_miqp1 0.0310 0.0100 --- 2.81000000E+02 2.81000000E+02 st_miqp3 0.0080 0.0100 --- -6.00000000E+00 -6.00000000E+00 st_miqp4 0.0060 0.0800 --- -4.57400000E+03 -4.57400000E+03 st_miqp5 0.0120 0.0600 --- -3.33888889E+02 -3.33888889E+02 st_test5 0.0290 0.0000 --- -1.10000000E+02 -1.10000000E+02 st_test6 0.0370 0.0100 --- 4.71000000E+02 4.71000000E+02 st_testph4 0.0110 0.0100 --- -8.05000000E+01 -8.05000000E+01

#### Solvers perform the same - Obj of BONMINOA better:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) o7 3600.4330 3605.8700 0.998 1.51307117E+02 1.31653138E+02 tls6 3600.8170 3605.3500 0.999 2.07000000E+01 1.59000000E+01 tls7 3602.9820 3605.5800 0.999 2.25000000E+01 1.66000000E+01

#### Solver BONMINOA faster - Obj same for both solvers:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) st_e14 0.1490 0.1100 1.355 4.57958240E+00 4.57958249E+00

#### Solver BONMINOA much faster - Obj of LINDOGLOBAL better:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) du-opt 270.9360 9.7300 27.845 3.55634006E+00 3.56127566E+00 st_testgr1 1.4540 0.3100 4.690 -1.28116000E+01 -1.27637500E+01 st_testgr3 11.1490 0.0400 --- -2.05900000E+01 -2.04775000E+01

#### Solver BONMINOA much faster - Obj same for both solvers:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) du-opt5 2047.5980 6.5600 312.134 8.07365758E+00 8.07365758E+00 fac1 0.3610 0.1200 3.008 1.60912612E+08 1.60912612E+08 fac3 53.8090 0.5000 107.618 3.19823098E+07 3.19823098E+07 m3 1.6960 0.1300 13.046 3.77999999E+01 3.78000000E+01 m6 495.2620 12.7300 38.905 8.22568776E+01 8.22568769E+01 m7 3600.4280 119.7300 30.071 1.06756877E+02 1.06756877E+02 synthes2 0.5900 0.1600 3.687 7.30353125E+01 7.30353125E+01 synthes3 4.3810 0.5900 7.425 6.80097405E+01 6.80097405E+01

#### Solver BONMINOA much faster - Obj of BONMINOA better:

 Modelname Time (LINDOGLOBAL) Time (BONMINOA) Ratio (LINDOGLOBAL / BONMINOA) Obj (LINDOGLOBAL) Obj (BONMINOA) fo7 3600.3070 1187.0800 3.033 2.95437363E+01 2.07298251E+01