Table 5 Comparative distribution of processing methods for alloy samples by GA + ML and NSGAN approaches
Processing method | GA + ML | NSGAN | ||
|---|---|---|---|---|
Overall | UTS > 600 | Overall | UTS > 600 | |
No processing | 2487 | 0 | 1701 | 0 |
Solutionised + artificially peak aged | 0 | 0 | 1111 | 806 |
Solutionised + naturally aged | 939 | 0 | 763 | 91 |
Solutionised + artificially over aged | 0 | 0 | 254 | 164 |
Naturally aged | 574 | 563 | 96 | 17 |
Solutionised + cold worked + naturally aged | 0 | 0 | 26 | 26 |
Artificial aged | 0 | 0 | 19 | 13 |
Strain hardened | 0 | 0 | 18 | 14 |
Strain hardened (hard) | 0 | 0 | 12 | 0 |
Solutionised | 0 | 0 | 0 | 0 |
