Data sets | Algorithms | MSE AVG ± STD |
Data set1 | GA-ELMAN ES-ELMAN PSO-ELMAN ACO-ELMAN ABC-ELMAN CS-ELMAN GGSA-ELMAN GWO-ELMAN MGWO-ELMAN | 8.1107e−07 ± 3.0232e−03 2.7001e−07 ± 3.1831e−04 3.1518e−08 ± 7.8981e−07 5.8667e−07 ± 7.1113e−03 7.7032e−09 ± 3.7518e−06 6.7807e−09 ± 9.0901e−07 7.0563e−09 ± 9.9493e−06 2.2192e−10 ± 3.8892e−10 4.1379e−11 ± 1.0567e−15 |
Data set2 | GA-ELMAN ES-ELMAN PSO-ELMAN ACO-ELMAN ABC-ELMAN CS-ELMAN GGSA-ELMAN GWO-ELMAN MGWO-ELMAN | 8.8420e−07 ± 3.4782e−03 3.0084e−07 ± 7.8193e−04 4.5770e−08 ± 6.7010e−06 6.8042e−07 ± 5.4825e−03 8.5455e−09 ± 7.7512e−07 8.8008e−09 ± 2.9377e−08 7.7010e−09 ± 8.1040e−06 3.4050e−10 ± 2.0001e−10 6.3073e−11 ± 3.5708e−15 |
Data set3 | GA-ELMAN ES-ELMAN PSO-ELMAN ACO-ELMAN ABC-ELMAN CS-ELMAN GGSA-ELMAN GWO-ELMAN MGWO-ELMAN | 9.9740e−07 ± 2.8472e−03 4.7001e−07 ± 4.2318e−03 5.1348e−08 ± 2.5301e−06 7.4800e−07 ± 5.5248e−03 9.1277e−09 ± 4.5542e−07 9.8992e−09 ± 3.9105e−08 8.5474e−09 ± 8.4050e−06 4.6181e−10 ± 2.6725e−10 7.5840e−11 ± 1.1613e−14 |