Research Article
Gorilla Troops Optimizer Combined with ANFIS for Wire Cut EDM of Aluminum Alloy
Table 9
Optimal machining parameters and the corresponding response variables produced by GTO in 20 consecutive simulation runs.
| Run | Pulse-on time, P1 () | Pulse-off time, P2 () | Wire feed, WF (m/min) | Current, I (A) | Surface roughness, Ra () | Iteration numbers to achieve best result, |
| 1 | 121 | 54, | 3 | 173 | 0.520676 | 3 | 2 | 120 | 52 | 2 | 166 | 0.503164 | 7 | 3 | 130 | 50 | 4 | 164 | 0.501744 | 37 | 4 | 127 | 52 | 3 | 168 | 0.504061 | 35 | 5 | 121 | 53 | 1 | 173 | 0.512619 | 38 | 6 | 121 | 54 | 3 | 173 | 0.520676 | 8 | 7 | 128 | 53 | 1 | 173 | 0.500999 | 23 | 8 | 128 | 53 | 1 | 173 | 0.500999 | 45 | 9 | 120 | 53 | 3 | 169 | 0.508859 | 29 | 10 | 121 | 52 | 3 | 166 | 0.500953 | 24 | 11 | 120 | 53 | 3 | 169 | 0.508859 | 24 | 12 | 128 | 59 | 4 | 154 | 0.507776 | 12 | 13 | 120 | 53 | 3 | 169 | 0.508859 | 43 | 14 | 120 | 53 | 3 | 169 | 0.508859 | 50 | 15 | 130 | 50 | 4 | 164 | 0.501744 | 31 | 16 | 120 | 53 | 3 | 169 | 0.508859 | 12 | 17 | 120 | 53 | 3 | 169 | 0.508859 | 16 | 18 | 121 | 52 | 3 | 166 | 0.500953 | 8 | 19 | 121 | 52 | 3 | 166 | 0.500953 | 15 | 20 | 120 | 53 | 3 | 169 | 0.508859 | 19 |
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