From: Particle swarm optimization using multi-information characteristics of all personal-best information
Name | Â | PSO-cf | FIPS | HPSO-TVAC | DMS-PSO | VPSO | CLPSO | APSO | PSO-API |
---|---|---|---|---|---|---|---|---|---|
\(\, f_{1} (x)\) | Best | 4.77e−29 | 3.21e−30 | 3.38e−41 | 3.85e−54 | 5.11e−38 | 1.89e−19 | 1.45e−150 | 0.00 |
 | SD | 1.13e−28 | 1.91e−30 | 8.50e−41 | 1.75e−53 | 1.91e−37 | 1.49e−19 | 5.73e−150 | 0.00 |
 | Rank | 7 | 6 | 4 | 3 | 5 | 8 | 2 | 1 |
\(\, f_{2} (x)\) | Best | 2.03e−20 | 1.32e−17 | 6.9e−23 | 2.61e−29 | 6.29e−27 | 1.01e−13 | 5.15e−84 | 3.95e−323 |
 | SD | 2.89e−20 | 7.86e−18 | 6.89e−23 | 6.6e−29 | 8.68e−27 | 6.51e−14 | 1.44e−83 | 5.13e−322 |
 | Rank | 6 | 7 | 5 | 3 | 4 | 8 | 2 | 1 |
\(\, f_{3} (x)\) | Best | 18.60 | 0.77 | 2.89e−7 | 47.5 | 1.44 | 395 | 1.0e−10 | 0.00 |
 | SD | 30.71 | 0.86 | 2.97e−7 | 56.4 | 1.55 | 142 | 2.13e−10 | 0.00 |
 | Rank | 6 | 4 | 3 | 7 | 5 | 8 | 2 | 1 |
\(\, f_{5} (x)\) | Best | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 | SD | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
 | Rank | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
\(\, f_{6} (x)\) | Best | 1.49e−2 | 2.55e−3 | 5.54e−2 | 1.1e−2 | 1.08e−2 | 3.92e−3 | 4.66e−3 | 5.88e−001 |
 | SD | 5.66e−3 | 6.25e−4 | 2.08e−2 | 3.94e−3 | 3.24e−3 | 1.14e−3 | 1.7e−3 | 2.73e−001 |
 | Rank | 6 | 1 | 7 | 5 | 4 | 2 | 3 | 8 |
\(\, f_{7} (x)\) | Best | 34.90 | 29.98 | 2.39 | 28.1 | 34.09 | 2.57e−11 | 5.8e−15 | 0.00 |
 | SD | 7.25 | 10.92 | 3.71 | 6.42 | 8.07 | 6.64e–11 | 1.01e−14 | 0.00 |
 | Rank | 8 | 6 | 4 | 5 | 7 | 3 | 2 | 1 |
\(\, f_{8} (x)\) | Best | 30.40 | 21.33 | 35.91 | 1.83 | 32.8 | 0.167 | 4.14e−16 | 0.00 |
 | SD | 9.23 | 9.46 | 9.49 | 2.65 | 6.49 | 0.397 | 1.45e−15 | 0.00 |
 | Rank | 6 | 5 | 8 | 4 | 7 | 3 | 2 | 1 |
\(\, f_{9} (x)\) | Best | 1.85e−14 | 7.69e−15 | 2.06e−10 | 8.52e−15 | 1.14e−14 | 2.01e−12 | 1.11e−14 | 3.55e−015 |
 | SD | 4.80e−15 | 9.33e−16 | 9.45e−10 | 1.79e−15 | 3.48e−15 | 9.22e−13 | 3.55e−15 | 0.00e+000 |
 | Rank | 6 | 2 | 8 | 3 | 5 | 7 | 4 | 1 |
\(\, f_{10} (x)\) | Best | 1.10e−2 | 9.04e−4 | 1.07e−2 | 1.31e−2 | 1.31e−2 | 6.45e−13 | 1.67e−2 | 0.00 |
 | SD | 1.60e−2 | 2.78e−3 | 1.14e−2 | 1.73e−2 | 1.35e−2 | 2.07e−12 | 2.41e−2 | 0.00 |
 | Rank | 5 | 3 | 4 | 7 | 6 | 2 | 8 | 1 |
\(\, f_{12} (x)\) | Best | 2.18e−30 | 1.22e−31 | 7.07e−30 | 2.05e−32 | 3.46e−3 | 1.59e−21 | 3.76e−31 | 9.72e−002 |
 | SD | 5.14e−30 | 4.85e−32 | 4.05e−30 | 8.12e−33 | 1.89e−2 | 1.93e−21 | 1.2e−30 | 1.97e−002 |
 | Rank | 4 | 2 | 5 | 1 | 7 | 6 | 3 | 8 |
 | AR | 5.5 | 3.7 | 4.9 | 3.9 | 5.1 | 4.8 | 2.9 | 2.4 |
 | FR | 8 | 3 | 6 | 4 | 7 | 5 | 2 | 1 |