Research Article
Quantum Behaved Particle Swarm Optimization Algorithm Based on Artificial Fish Swarm
Table 2
The test function optimization results.
| | | The optimal solution | Average value | The average operation time (seconds) | The number of successful | The success rate |
| | QAFSP | 7 | 7 | 0.21 | 50 | 1 | QPSO | 7 | 7.0004 | 0.03 | 45 | 0.9 | QGA | 7 | 7.0009 | 2.07 | 40 | 0.8 | AFSA | 7 | 7.0019 | 3.54 | 37 | 0.74 |
| | QAFSP | −1 | −0.99902 | 4.16 | 45 | 0.9 | QPSO | −1 | −0.99756 | 0.31 | 35 | 0.7 | QGA | −1 | −0.99137 | 5.59 | 19 | 0.38 | AFSA | −1 | −0.95641 | 9.03 | 0 | 0 |
| | QAFSP | −1.0316 | −1.0316 | 0.10 | 50 | 1 | QPSO | −1.0316 | −1.0315 | 0.02 | 49 | 0.98 | QGA | −1.0316 | −0.8293 | 7.58 | 14 | 0.28 | AFSA | −1.0316 | 20.1389 | 11.83 | 12 | 0.24 |
| | QAFSP | −6.5511 | −6.5511 | 0.22 | 50 | 1 | QPSO | −6.5511 | −6.5457 | 0.03 | 49 | 0.98 | QGA | −6.5511 | −6.4807 | 0.95 | 8 | 0.16 | AFSA | −6.5511 | −6.5502 | 0.23 | 34 | 0.68 |
| | QAFSP | | | 13.26 | 50 | 1 | QPSO | 0.00012216 | 0.13664 | 0.64 | 6 | 0.12 | QGA | | 3.7042 | 18.55 | 4 | 0.08 | AFSA | 0.23427 | 5.9101 | 16.87 | 0 | 0 |
| | QAFSP | | 0.00021545 | 9.65 | 49 | 0.98 | QPSO | | 0.00076334 | 1.52 | 42 | 0.84 | QGA | 0.079839 | 5.7882 | 37.15 | 0 | 0 | AFSA | 13.6422 | 25.9938 | 39.69 | 0 | 0 |
| | QAFSP | | | 2.05 | 50 | 1 | QPSO | 0.026063 | 0.07969 | 0.75 | 0 | 0 | QGA | 14464.0999 | 27368.9906 | 27.81 | 0 | 0 | AFSA | 1364.2993 | 8233.3037 | 17.91 | 0 | 0 |
| | QAFSP | | | 6.45 | 50 | 1 | QPSO | 0.034844 | 0.1822 | 0.90 | 0 | 0 | QGA | 3.1575 | 3.2964 | 27.93 | 0 | 0 | AFSA | 9.5439 | 12.1968 | 26.76 | 0 | 0 |
|
|