Research Article
IHDETBO: A Novel Optimization Method of Multi-Batch Subtasks Parallel-Hybrid Execution Cloud Service Composition for Cloud Manufacturing
Table 2
The results of comparison test on 6 benchmark functions with different parameters settings.
| | Benchmark function | algorithm | N | 10 | 20 | 50 | | D | 2 | 5 | 10 | 2 | 5 | 10 | 2 | 5 | 10 |
| | f1 | IHDETBO | best | 7.58E-154 | 3.56E-68 | 1.11E-36 | 2.52E-135 | 6.14E-54 | 1.27E-27 | 9.72E-120 | 6.39E-47 | 8.65E-23 | | worst | 2.63E-138 | 3.63E-55 | 8.63E-29 | 1.38E-122 | 2.95E-48 | 3.64E-22 | 5.31E-113 | 4.35E-43 | 4.44E-20 | | mean | 6.36E-140 | 7.66E-57 | 5.76E-30 | 2.84E-124 | 2.54E-49 | 1.46E-23 | 2.43E-114 | 5.53E-44 | 5.47E-21 | | std | 3.68E-139 | 5.07E-56 | 1.53E-29 | 1.93E-123 | 6.60E-49 | 5.19E-23 | 8.54E-114 | 9.57E-44 | 8.16E-21 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 0.00E+00 | 2.78E+01 | 0.00E+00 | 0.00E+00 | 8.41E-01 | 0.00E+00 | 0.00E+00 | 2.76E-15 | | worst | 1.65E-43 | 5.00E+00 | 5.34E+03 | 2.03E-48 | 6.62E-30 | 1.62E+02 | 7.32E-55 | 6.56E-53 | 1.60E-03 | | mean | 4.17E-45 | 2.42E-01 | 9.88E+02 | 4.67E-50 | 3.42E-31 | 3.98E+01 | 5.41E-56 | 2.18E-54 | 4.60E-05 | | std | 2.34E-44 | 7.58E-01 | 9.09E+02 | 2.85E-49 | 1.23E-30 | 4.76E+01 | 1.47E-55 | 1.01E-53 | 2.27E-04 | | FE | 1.14E+04 | 1.23E+04 | 1.24E+04 | 2.22E+04 | 2.31E+04 | 2.42E+04 | 5.45E+04 | 5.45E+04 | 5.91E+04 | | DE | best | 4.55E-111 | 1.73E-02 | 3.64E+01 | 1.83E-113 | 5.16E-47 | 1.78E-15 | 5.66E-112 | 9.89E-44 | 9.08E-20 | | worst | 2.68E-01 | 6.28E+02 | 2.42E+03 | 3.01E-104 | 4.33E-06 | 4.66E+01 | 2.65E-104 | 2.60E-40 | 1.11E-17 | | mean | 5.40E-03 | 5.57E+01 | 4.51E+02 | 7.63E-106 | 9.90E-08 | 1.51E+00 | 1.07E-105 | 2.41E-41 | 1.56E-18 | | std | 3.75E-02 | 1.03E+02 | 5.24E+02 | 4.24E-105 | 6.11E-07 | 6.64E+00 | 4.31E-105 | 4.91E-41 | 1.84E-18 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 1.39E-206 | 1.71E-140 | 2.09E-141 | 1.97E-195 | 2.50E-123 | 2.96E-117 | 3.53E-182 | 2.07E-114 | 5.37E-87 | | worst | 1.68E-189 | 3.79E-131 | 3.74E-130 | 1.10E-177 | 5.87E-116 | 8.28E-110 | 4.21E-174 | 5.35E-109 | 2.22E-84 | | mean | 4.12E-191 | 1.08E-132 | 9.72E-132 | 2.20E-179 | 1.05E-117 | 6.04E-111 | 1.57E-175 | 1.35E-110 | 3.58E-85 | | std | 0.00E+00 | 5.65E-132 | 5.27E-131 | 0.00E+00 | 8.25E-117 | 1.67E-110 | 0.00E+00 | 7.51E-110 | 5.36E-85 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
| | f2 | IHDETBO | best | 0.00E+00 | 1.44E-02 | 1.02E+00 | 0.00E+00 | 6.04E-04 | 2.27E+00 | 0.00E+00 | 1.39E-16 | 5.70E-03 | | worst | 3.18E-17 | 4.00E+00 | 7.30E+00 | 0.00E+00 | 5.72E-01 | 4.55E+00 | 0.00E+00 | 2.51E-01 | 4.01E+00 | | mean | 6.37E-19 | 5.27E-01 | 4.22E+00 | 0.00E+00 | 2.85E-01 | 3.72E+00 | 0.00E+00 | 3.40E-02 | 2.82E-02 | | std | 4.45E-18 | 6.57E-01 | 7.70E-01 | 0.00E+00 | 1.20E-01 | 3.11E-01 | 0.00E+00 | 5.54E-02 | 8.68E-01 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 7.80E-05 | 1.00E+01 | 0.00E+00 | 0.00E+00 | 5.88E+00 | 0.00E+00 | 0.00E+00 | 7.65E-01 | | worst | 0.00E+00 | 4.63E+00 | 1.96E+02 | 0.00E+00 | 3.93E+00 | 5.76E+01 | 0.00E+00 | 3.93E+00 | 9.57E+00 | | mean | 0.00E+00 | 2.30E+00 | 4.18E+01 | 0.00E+00 | 3.15E-01 | 1.11E+01 | 0.00E+00 | 2.36E-01 | 5.57E+00 | | std | 0.00E+00 | 1.58E+00 | 3.48E+01 | 0.00E+00 | 1.07E+00 | 8.77E+00 | 0.00E+00 | 9.34E-01 | 2.22E+00 | | FE | 1.11E+04 | 1.24E+04 | 1.24E+04 | 2.16E+04 | 2.31E+04 | 2.42E+04 | 5.32E+04 | 5.49E+04 | 5.98E+04 | | DE | best | 0.00E+00 | 2.16E-02 | 6.77E+00 | 0.00E+00 | 1.27E-04 | 2.89E-01 | 0.00E+00 | 7.77E-30 | 1.63E+00 | | worst | 4.95E+00 | 8.75E+01 | 1.81E+02 | 2.97E-01 | 3.93E+00 | 2.59E+01 | 0.00E+00 | 1.06E+00 | 6.05E+05 | | mean | 2.48E-01 | 6.10E+00 | 4.40E+01 | 2.17E-02 | 1.32E+00 | 7.80E+00 | 0.00E+00 | 2.77E-01 | 4.19E+00 | | std | 7.36E-01 | 1.34E+01 | 3.47E+01 | 6.03E-02 | 1.10E+00 | 3.39E+00 | 0.00E+00 | 3.21E-01 | 1.24E+00 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 5.03E-29 | 1.40E-04 | 5.18E+00 | 5.70E-29 | 2.73E-05 | 5.89E-01 | 9.67E-28 | 1.78E-05 | 1.03E-02 | | worst | 7.91E-21 | 2.06E+00 | 7.16E+00 | 3.08E-22 | 2.77E-01 | 5.11E+00 | 6.81E-24 | 3.60E-03 | 7.24E-01 | | mean | 3.27E-22 | 5.45E-01 | 6.49E+00 | 8.28E-24 | 7.20E-03 | 3.74E+00 | 2.66E-25 | 7.77E-04 | 8.77E-02 | | std | 1.31E-21 | 5.11E-01 | 4.53E-01 | 4.32E-23 | 3.86E-02 | 8.08E-01 | 9.64E-25 | 6.35E-04 | 1.23E-01 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
| | f3 | IHDETBO | best | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 8.30E-14 | 0.00E+00 | 0.00E+00 | 2.76E-11 | | worst | 0.00E+00 | 4.89E-15 | 2.82E-13 | 0.00E+00 | 4.89E-15 | 3.68E-11 | 0.00E+00 | 4.89E-15 | 4.25E-10 | | mean | 0.00E+00 | 3.82E-15 | 2.42E-14 | 0.00E+00 | 3.18E-15 | 4.71E-12 | 0.00E+00 | 2.26E-15 | 1.21E-10 | | std | 0.00E+00 | 1.63E-15 | 4.86E-14 | 0.00E+00 | 1.77E-15 | 7.58E-12 | 0.00E+00 | 1.56E-15 | 8.58E-11 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 1.48E-06 | 5.34E+00 | 0.00E+00 | 0.00E+00 | 1.76E+00 | 0.00E+00 | 0.00E+00 | 1.16E+00 | | worst | 4.89E-15 | 7.50E+00 | 1.74E+01 | 0.00E+00 | 4.17E+00 | 1.25E+01 | 0.00E+00 | 2.32E+00 | 5.09E+00 | | mean | 1.47E-15 | 3.17E+00 | 1.06E+01 | 0.00E+00 | 1.02E+00 | 5.38E+00 | 0.00E+00 | 3.10E-01 | 2.88E+00 | | std | 6.96E-16 | 2.01E+00 | 2.71E+00 | 0.00E+00 | 2.00E+00 | 2.10E+00 | 0.00E+00 | 6.67E-01 | 9.53E-01 | | FE | 1.11E+04 | 1.22E+04 | 1.23E+04 | 2.16E+04 | 2.23E+04 | 2.41E+04 | 5.33E+04 | 5.40E+04 | 5.88E+04 | | DE | best | 0.00E+00 | 5.20E-03 | 2.72E+00 | 0.00E+00 | 0.00E+00 | 1.59E-10 | 0.00E+00 | 0.00E+00 | 1.56E-10 | | worst | 2.58E+00 | 1.41E+01 | 1.49E+01 | 0.00E+00 | 1.65E+00 | 2.58E+00 | 0.00E+00 | 4.89E-15 | 3.60E-09 | | mean | 5.87E-02 | 2.66E+00 | 8.67E+00 | 0.00E+00 | 6.58E-02 | 3.30E-01 | 0.00E+00 | 1.47E-15 | 9.13E-10 | | std | 3.62E-01 | 3.07E+00 | 2.59E+00 | 0.00E+00 | 3.23E-01 | 6.53E-01 | 0.00E+00 | 6.96E-16 | 6.01E-10 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 1.33E-15 | | worst | 4.89E-15 | 4.89E-15 | 8.44E-15 | 0.00E+00 | 4.89E-15 | 8.44E-15 | 0.00E+00 | 4.89E-15 | 4.89E-15 | | mean | 1.47E-15 | 4.03E-15 | 5.10E-15 | 0.00E+00 | 3.25E-15 | 5.03E-15 | 0.00E+00 | 3.32E-15 | 4.81E-15 | | std | 6.96E-16 | 1.52E-15 | 8.44E-12 | 0.00E+00 | 1.77E-15 | 9.95E-16 | 0.00E+00 | 1.76E-15 | 4.97E-16 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
| | f4 | IHDETBO | best | 0.00E+00 | 0.00E+00 | 2.27E-13 | 0.00E+00 | 0.00E+00 | 2.73E-11 | 0.00E+00 | 0.00E+00 | 1.39E-09 | | worst | 2.38E+02 | 4.75E+02 | 7.14E+02 | 1.18E+02 | 1.18E+02 | 3.57E+02 | 0.00E+00 | 0.00E+00 | 8.78E-08 | | mean | 2.37E+01 | 1.09E+02 | 3.02E+02 | 4.74E+00 | 1.42E+01 | 6.88E+01 | 0.00E+00 | 0.00E+00 | 1.71E-08 | | std | 5.31E+01 | 1.13E+02 | 1.84E+02 | 2.32E+01 | 3.85E+01 | 8.25E+01 | 0.00E+00 | 0.00E+00 | 1.65E-08 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 1.23E-02 | 7.38E+02 | 0.00E+00 | 0.00E+00 | 4.85E+02 | 0.00E+00 | 1.18E+02 | 2.38E+02 | | worst | 3.57E+02 | 1.08E+03 | 2.54E+03 | 2.38E+02 | 8.69E+02 | 2.26E+03 | 1.18E+02 | 9.52E+02 | 1.92E+03 | | mean | 9.68E+01 | 5.72E+02 | 1.69E+03 | 8.29E+01 | 4.43E+02 | 1.39E+03 | 4.50E+01 | 3.88E+02 | 1.19E+03 | | std | 9.35E+01 | 2.41E+02 | 4.11E+02 | 7.21E+01 | 2.26E+02 | 3.85E+02 | 5.75E+01 | 1.89E+02 | 3.69E+02 | | FE | 1.08E+04 | 1.17E+04 | 1.23E+04 | 2.12E+04 | 2.18E+04 | 2.38E+04 | 5.21E+04 | 5.26E+04 | 5.59E+04 | | DE | best | 0.00E+00 | 3.86E-01 | 5.20E+02 | 0.00E+00 | 0.00E+00 | 1.18E+02 | 0.00E+00 | 0.00E+00 | 1.23E-02 | | worst | 2.74E+02 | 7.90E+02 | 1.82E+03 | 1.40E+02 | 6.25E+02 | 1.03E+03 | 0.00E+00 | 1.25E+02 | 1.26E+03 | | mean | 6.52E+01 | 3.94E+02 | 1.15E+03 | 1.80E+01 | 1.94E+02 | 5.98E+02 | 0.00E+00 | 1.32E+01 | 4.76E+02 | | std | 6.93E+01 | 1.93E+02 | 2.83E+02 | 4.23E+01 | 1.83E+02 | 2.34E+02 | 0.00E+00 | 3.62E+01 | 3.10E+02 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 0.00E+00 | 1.18E+02 | 7.13E+02 | 0.00E+00 | 0.00E+00 | 3.55E+02 | 0.00E+00 | 0.00E+00 | 1.25E+02 | | worst | 2.39E+02 | 7.15E+02 | 1.58E+03 | 1.18E+02 | 6.51E+02 | 1.28E+03 | 0.00E+00 | 3.55E+02 | 1.04E+03 | | mean | 3.08E+01 | 3.22E+02 | 1.28E+03 | 1.18E+01 | 1.93E+02 | 7.33E+02 | 0.00E+00 | 7.88E+01 | 5.35E+02 | | std | 5.20E+01 | 1.52E+02 | 2.23E+02 | 3.55E+01 | 1.29E+02 | 2.16E+02 | 0.00E+00 | 9.06E+01 | 1.86E+02 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
| | f5 | IHDETBO | best | 0.00E+00 | 0.00E+00 | 3.92E-07 | 0.00E+00 | 0.00E+00 | 1.30E-05 | 0.00E+00 | 9.58E-13 | 6.32E-04 | | worst | 7.40E-03 | 1.72E-02 | 3.20E-02 | 0.00E+00 | 1.12E-05 | 2.84E-02 | 0.00E+00 | 1.75E-05 | 2.18E-02 | | mean | 1.48E-04 | 2.70E-03 | 7.90E-03 | 0.00E+00 | 6.10E-07 | 7.20E-03 | 0.00E+00 | 8.31E-07 | 8.80E-03 | | std | 1.00E-03 | 4.70E-03 | 7.80E-03 | 0.00E+00 | 2.23E-06 | 6.20E-03 | 0.00E+00 | 2.69E-06 | 5.50E-03 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 7.88E-02 | 2.67E+00 | 0.00E+00 | 3.45E-02 | 1.95E-01 | 0.00E+00 | 7.40E-03 | 8.42E-02 | | worst | 7.89E-02 | 3.16E+00 | 7.86E+01 | 6.66E-02 | 8.06E-01 | 1.16E+01 | 3.95E-02 | 4.43E-01 | 1.37E+00 | | mean | 1.40E-02 | 4.95E-01 | 1.36E+01 | 9.20E-03 | 2.46E-01 | 1.70E+00 | 2.50E-03 | 1.60E-01 | 3.62E-01 | | std | 1.69E-02 | 5.05E-01 | 1.22E+01 | 1.37E-02 | 1.50E-01 | 1.81E+00 | 6.20E-03 | 9.92E-02 | 3.47E-01 | | FE | 1.09E+04 | 1.22E+04 | 1.23E+04 | 2.12E+04 | 2.20E+00 | 2.40E+04 | 5.22E+04 | 5.30E+04 | 5.89E+04 | | DE | best | 0.00E+00 | 3.41E-02 | 7.99E-01 | 0.00E+00 | 7.40E-03 | 9.90E-03 | 0.00E+00 | 2.80E-03 | 1.21E-09 | | worst | 5.75E-01 | 6.62E+00 | 3.85E+01 | 1.33E-02 | 1.58E-01 | 6.43E-01 | 0.00E+00 | 8.85E-02 | 4.96E-01 | | mean | 3.19E-02 | 6.20E-01 | 9.95E+00 | 1.20E-03 | 4.47E-02 | 8.61E-02 | 0.00E+00 | 4.52E-02 | 1.94E-01 | | std | 8.11E-02 | 1.17E+00 | 7.67E+00 | 3.00E-03 | 3.19E-02 | 1.00E-01 | 0.00E+00 | 1.98E-02 | 1.50E-01 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 0.00E+00 | 2.28E-08 | 0.00E+00 | 0.00E+00 | 2.90E-03 | 0.00E+00 | 0.00E+00 | 7.66E-08 | 0.00E+00 | | worst | 7.40E-03 | 1.11E-01 | 1.69E-01 | 2.80E-03 | 7.15E-02 | 6.89E-02 | 8.72E-08 | 5.15E-02 | 4.92E-02 | | mean | 9.32E-04 | 3.86E-02 | 1.28E-02 | 1.17E-04 | 3.08E-02 | 9.90E-03 | 1.74E-09 | 1.76E-02 | 9.60E-03 | | std | 2.20E-03 | 2.87E-02 | 2.81E-02 | 5.42E-04 | 1.50E-02 | 1.74E-02 | 1.22E-08 | 1.08E-02 | 1.37E-02 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
| | f6 | IHDETBO | best | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 1.88E-13 | | worst | 0.00E+00 | 2.98E+00 | 3.98E+00 | 0.00E+00 | 9.95E-01 | 9.95E-01 | 0.00E+00 | 0.00E+00 | 5.38E-11 | | mean | 0.00E+00 | 2.79E-01 | 1.21E+00 | 0.00E+00 | 5.97E-02 | 1.99E-02 | 0.00E+00 | 0.00E+00 | 5.02E-12 | | std | 0.00E+00 | 5.98E-01 | 1.22E+00 | 0.00E+00 | 2.36E-01 | 1.39E-01 | 0.00E+00 | 0.00E+00 | 8.67E-12 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | PSO | best | 0.00E+00 | 0.00E+00 | 1.27E+01 | 0.00E+00 | 0.00E+00 | 4.44E+00 | 0.00E+00 | 0.00E+00 | 2.00E+00 | | worst | 1.99E+00 | 3.08E+01 | 5.97E+01 | 9.95E-01 | 2.69E+01 | 4.12E+01 | 9.95E-01 | 1.09E+01 | 3.68E+01 | | mean | 4.18E-01 | 7.14E+00 | 3.59E+01 | 2.39E-01 | 5.63E+00 | 2.21E+01 | 3.98E-02 | 3.78E+00 | 1.44E+01 | | std | 5.30E-01 | 5.89E+00 | 1.16E+01 | 4.25E-01 | 4.20E+00 | 8.63E+00 | 1.95E-01 | 2.43E+00 | 7.14E+00 | | FE | 1.09E+04 | 1.22E+04 | 1.23E+04 | 2.12E+04 | 2.19E+04 | 2.40E+04 | 5.21E+04 | 5.30E+04 | 5.83E+04 | | DE | best | 0.00E+00 | 7.53E-02 | 3.25E+00 | 0.00E+00 | 0.00E+00 | 1.17E+00 | 0.00E+00 | 0.00E+00 | 1.22E+01 | | worst | 1.25E+00 | 1.77E+01 | 4.27E+01 | 0.00E+00 | 2.98E+00 | 2.12E+01 | 0.00E+00 | 1.13E-02 | 3.27E+01 | | mean | 3.19E-01 | 3.80E+00 | 1.64E+01 | 0.00E+00 | 5.40E-01 | 5.58E+00 | 0.00E+00 | 2.27E-04 | 2.34E+01 | | std | 4.60E-01 | 2.81E+00 | 8.16E+00 | 0.00E+00 | 7.31E-01 | 3.63E+00 | 0.00E+00 | 1.60E-03 | 5.54E+00 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 | | TLBO | best | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 0.00E+00 | 2.47E-12 | | worst | 0.00E+00 | 3.98E+00 | 1.19E+01 | 0.00E+00 | 1.99E+00 | 1.39E+01 | 0.00E+00 | 9.95E-01 | 5.97E+00 | | mean | 0.00E+00 | 8.65E-01 | 4.91E+00 | 0.00E+00 | 3.24E-01 | 4.32E+00 | 0.00E+00 | 2.04E-02 | 2.05E+00 | | std | 0.00E+00 | 1.27E+00 | 3.02E+00 | 0.00E+00 | 5.10E-01 | 2.81E+00 | 0.00E+00 | 1.39E-01 | 1.53E+00 | | FE | 1.00E+04 | 1.00E+04 | 1.00E+04 | 2.00E+04 | 2.00E+04 | 2.00E+04 | 5.01E+04 | 5.01E+04 | 5.01E+04 |
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