Research Article
Real-Coded Quantum-Inspired Genetic Algorithm-Based BP Neural Network Algorithm
Table 4
The experiment results of the three algorithms.
| Algorithm | Error | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Average value |
| BP | Error 1 | 0.9445 | 1.0242 | 1.1473 | 1.0338 | 0.8463 | 0.9731 | 1.0185 | 1.0937 | 0.9765 | 1.0355 | 1.0093 | Error 2 | 1.9459 | 1.9504 | 2.0456 | 1.9521 | 1.8376 | 1.9582 | 1.9483 | 2.0647 | 1.9539 | 1.9568 | 1.9614 | GA-BP | Error 1 | 0.8928 | 0.3193 | 0.53883 | 0.6493 | 0.9478 | 0.7485 | 0.3847 | 0.4838 | 0.5235 | 0.8384 | 0.6327 | Error 2 | 1.6035 | 1.321 | 1.3559 | 1.4857 | 1.9434 | 1.6683 | 1.3641 | 1.4759 | 1.4937 | 1.7758 | 1.5487 | RQGA-BP | Error 1 | 0.5463 | 0.3027 | 0.4394 | 0.3859 | 0.5673 | 0.4375 | 0.5375 | 0.6473 | 0.3532 | 0.3391 | 0.4556 | Error 2 | 1.5274 | 1.3267 | 1.4589 | 1.3845 | 1.4838 | 1.3423 | 1.5384 | 1.4873 | 1.3839 | 1.3868 | 1.432 |
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