Research Article
Particle Swarm Optimization with Double Learning Patterns
Table 6
Comparisons of the SR and the SP among nine PSOs.
| | | | PSO-W | SPSO | CLPSO | HPSO | FIPS | HEPSO | TS-CPSO | COMPSO | PSO-DLP |
| | SR | 100 | 100 | 100 | 100 | 56.00 | 100 | 100 | 100 | 0.00E + 00 | | SP | 2.17E + 03 | 5.23E + 04 | 6.44E + 04 | 3.45E + 03 | INF | 3.12E + 04 | 2.23E + 03 | 2.47E + 03 | 2.04E + 03 |
| | SR | 100 | 0.00 | 93.33 | 100 | 0.00 | 100 | 100 | 100 | 100 | | SP | 8.23E + 04 | INF | 8.89E + 04 | 3.68E + 04 | INF | 3.12E + 04 | 7.15E + 04 | 1.12E + 04 | 2.54E + 04 |
| | SR | 100 | 86.66 | 90.00 | 100 | 83.3 | 100 | 90.00 | 100 | 100 | | SP | 6.23E + 04 | 7.48E + 04 | 4.16E + 04 | 3.17E + 04 | 8.33E + 04 | 3.92E + 04 | 3.54E + 04 | 2.57E + 04 | 1.83E + 04 |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | 4.62E + 04 |
| | SR | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | | SP | 4.21E + 04 | 6.34E + 04 | 5.84E + 04 | 2.12E + 04 | 6.16E + 04 | 5.52E + 04 | 9.23E + 03 | 9.85E + 03 | 1.51E + 04 |
| | SR | 0 | 100 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | | SP | INF | 7.56E + 04 | 3.81E + 04 | INF | INF | 2.35E + 04 | INF | INF | 4.15E + 04 |
| | SR | 0 | 0 | 100 | 100 | 0 | 100 | 100 | 0 | 100 | | SP | INF | INF | 6.14E + 04 | 5.52E + 04 | INF | 4.36E + 04 | 5.74E + 04 | INF | 4.26E + 04 |
| | SR | 0 | 0 | 100 | 0 | 0 | 100 | 0 | 0 | 100 | | SP | INF | INF | 9.78E + 04 | INF | INF | 8.94E + 04 | INF | INF | 4.85E + 04 |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | INF |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 80.00 | 100 | | SP | INF | INF | INF | INF | INF | INF | INF | 8.15E + 04 | 3.27E + 04 |
| | SR | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | | SP | 3.85E + 04 | 4.27E + 04 | 3.27E + 04 | 1.32E + 04 | 6.28E + 04 | 4.87E + 04 | 3.75E + 04 | 3.27E + 04 | 5.63E + 04 |
| | SR | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | | SP | 3.61E + 04 | 5.78E + 04 | 2.57E + 04 | 3.15E + 04 | 5.27E + 04 | 3.16E + 04 | 2.10E + 04 | 2.18E + 04 | 1.36E + 04 |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | INF |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | INF |
| | SR | 100 | 100 | 100 | 100 | 0 | 90.00 | 100 | 100 | 100 | | SP | 4.93E + 04 | 5.63E + 04 | 5.63E + 04 | 5.63E + 04 | INF | 9.29E + 04 | 9.08E + 03 | 1.06E + 04 | 1.41E + 04 |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 100 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | 1.35E + 04 |
| | SR | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 100 | | SP | INF | INF | 5.19E + 04 | INF | INF | INF | INF | INF | 5.04E + 04 |
| | SR | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 100 | | SP | INF | INF | 4.55E + 04 | INF | INF | INF | INF | INF | 8.21E + 04 |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | INF |
| | SR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | SP | INF | INF | INF | INF | INF | INF | INF | INF | INF |
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