Table 10 Results of GGO algorithm compared to others optimization algorithms using Rastrigin function.
From: Greylag goose optimization and multilayer perceptron for enhancing lung cancer classification
Metric | Rastrigin (bGGO) | Rastrigin (bSC) | Rastrigin (bMVO) | Rastrigin (bPSO) | Rastrigin (bWOA) | Rastrigin (bGWO) | Rastrigin (bFA) |
|---|---|---|---|---|---|---|---|
Average error | 0.473 | 0.485 | 0.496 | 0.516 | 0.545 | 0.553 | 0.571 |
Average Select size | 0.454 | 0.472 | 0.481 | 0.497 | 0.522 | 0.536 | 0.554 |
Average Fitness | 0.518 | 0.538 | 0.568 | 0.583 | 0.598 | 0.624 | 0.646 |
Best Fitness | 0.485 | 0.513 | 0.546 | 0.563 | 0.581 | 0.616 | 0.636 |
Worst Fitness | 0.532 | 0.562 | 0.574 | 0.592 | 0.615 | 0.628 | 0.643 |
Standard deviation Fitness | 0.324 | 0.347 | 0.361 | 0.378 | 0.393 | 0.416 | 0.435 |
