Review Article
A Multi-Index Generative Adversarial Network for Tool Wear Detection with Imbalanced Data
Table 1
Specific noise-searching algorithm.
| Algorithm 1 |
| Require: batch size , input signals , pretrained generator , training iterations , and learning rate . | (1) Sample noises from standard normal distribution. | (2) for to do: | (3) Generate a batch of fake normal signals: . | (4) Calculate the mean square error between and as , where is the th element in . | (5) . | (6) end for | (7) return the specific noises . |
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