Research Article
[Retracted] Multimedia Computer-Aided Teaching Platform Based on Particle Swarm Optimization Algorithm
Table 4
Comparison of results between AITLBOPAO and PSO and NPSO.
| No. | Function | Algorithm | Min | Max | Mean | Std |
| F1 | Sphere | PSO | 16.506234 | 1.6242e + 02 | 55.571231 | 25.749857 | NPSO | 2.154757 | 60.737034 | 17.645351 | 16.415387 | AITLBOPSO | 0.003011 | 0.152728 | 0.0565763 | 0.055508 |
| F2 | Schwefel2.21 | PSO | 8.372365 | 99.9990 | 40.072062 | 34.464859 | NPSO | 4.930421 | 14.272837 | 8.891716 | 2.266229 | AITLBOPSO | 0.008387 | 0.070396 | 0.039247 | 1.6686e-04 |
| F3 | Step | PSO | 21.050130 | 1.3875e + 02 | 57.852517 | 28.926104 | NPSO | 1.092144 | 47.952262 | 16.471155 | 10.979474 | AITLBOPSO | 2.2147e-05 | 0.484655 | 0.087966 | 0.016722 |
| F4 | Rosenbrock | PSO | 4.4493e + 02 | 9.4410e + 04 | 1.0402e + 04 | 2.3642e + 04 | NPSO | 1.2608e + 02 | 1.1837e + 03 | 5.0291e + 02 | 2.6600e + 02 | AITLBOPSO | 0.205707 | 59.732885 | 20.481599 | 11.706281 |
| F5 | Levy | PSO | 2.390605 | 55.288855 | 22.779303 | 11.65354 | NPSO | 6.099171 | 34.476224 | 15.302917 | 6.374933 | AITLBOPSO | 0.067801 | 0.609816 | 0.269633 | 0.079866 |
| F6 | Penalized1 | PSO | 17.760942 | 2.0505e + 13 | 1.2538e + 12 | 4.2052e + 12 | NPSO | 6.602316 | 43.326210 | 23.475862 | 9.612926 | AITLBOPSO | 4.2367e-06 | 0.090833 | 0.030284 | 0.17477 |
| F7 | Penalized2 | PSO | 8.3026e + 05 | 1.1864e + 13 | 1.2967e + 12 | 2.5424e + 12 | NPSO | 35.118878 | 1.6198e + 10 | 1.0042e + 09 | 3.0863e + 09 | AITLBOPSO | 0.004243 | 0.116102 | 0.042152 | 0.020798 |
| F8 | Alpine | PSO | 3.253283 | 21.921899 | 13.335974 | 4.166173 | NPSO | 2.256609 | 12.216215 | 5.867291 | 2.231011 | AITLBOPSO | 0.018304 | 0.046013 | 0.034057 | 0.009084 |
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