Table 5.
Comparative results of inverse kinematics problem.
| Algorithm | EOSMA | SMA | EO | MRFO | MPA | PFA | FPA | DE |
|---|---|---|---|---|---|---|---|---|
| Worst | 7.85E−16 | 3.09E−02 | 7.99E−07 | 9.92E−07 | 4.28E−07 | 2.66E−07 | 5.99E−02 | 9.93E−07 |
| Mean | 2.64E−17 | 9.57E−04 | 2.45E−08 | 1.37E−07 | 7.75E−08 | 5.73E−09 | 6.57E−03 | 2.97E−07 |
| Best | 0.00E+00 | 4.17E−05 | 0.00E+00 | 0.00E+00 | 1.43E−08 | 0.00E+00 | 3.26E−12 | 5.00E−14 |
| Std | 9.93E−17 | 3.27E−03 | 1.06E−07 | 2.27E−07 | 6.73E−08 | 3.43E−08 | 9.19E−03 | 2.80E−07 |
| Time(s) | 0.0567 | 0.5382 | 0.0649 | 0.1302 | 0.1284 | 0.0812 | 1.2808 | 0.2809 |
| Algorithm | GBO | TLBO | HHO | IGWO | PSOGSA | CODE | MTDE | SASS |
|---|---|---|---|---|---|---|---|---|
| Worst | 1.10E−11 | 2.42E−03 | 3.99E−02 | 1.35E−02 | 3.13E−13 | 2.76E−01 | 6.15E−03 | 1.01E−03 |
| Mean | 2.54E−13 | 2.23E−04 | 1.64E−03 | 2.84E−03 | 1.57E−13 | 5.79E−02 | 1.07E−03 | 1.99E−04 |
| Best | 0.00E+00 | 9.12E−09 | 9.03E−12 | 3.86E−05 | 4.37E−14 | 3.11E−03 | 1.27E−05 | 7.04E−11 |
| Std | 1.48E−12 | 4.56E−04 | 4.54E−03 | 3.26E−03 | 6.78E−14 | 5.71E−02 | 1.16E−03 | 2.28E−04 |
| Time(s) | 0.3058 | 1.6861 | 1.7444 | 5.5963 | 0.2084 | 0.4410 | 2.1214 | 1.2234 |
The optimal values are shown in bold.