Research Article
Force Optimization of Elongated Undulating Fin Robot Using Improved PSO-Based CPG
Table 4
Optimization results of CPG model using different metaheuristic algorithms.
| Model | A1 | A2 | A3 | A4 | A5 | A6 | A7 | A8 | A9 | A10 | A11 | A12 | A13 | A14 | A15 | A16 | F(N) |
| GA-CPG | 1.362 | 5.048 | 8.911 | 11.754 | 12.495 | 17.484 | 22.489 | 23.108 | 23.617 | 24.625 | 26.500 | 33.765 | 32.438 | 35.679 | 38.473 | 39.049 | 3.57 | PSO CPG | 1 | 5.818 | 7.125 | 11 | 13.988 | 16.747 | 23.977 | 24.217 | 25.234 | 26 | 27 | 35.325 | 36.763 | 37.358 | 38.946 | 39.403 | 3.58 | D-PSO CPG | 2.324 | 5.278 | 12.698 | 16.508 | 19.002 | 20.221 | 21 | 22 | 24 | 25.249 | 28 | 30.205 | 32.113 | 36 | 38 | 40 | 3.60 |
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