Research Article
An Iterative Procedure for Optimizing the Performance of the Fuzzy-Neural Job Cycle Time Estimation Approach in a Wafer Fabrication Factory
Table 1
The differences between the proposed methodology and the previous methods.
| Method | SOM-WM [7], SOM-FBPN [17], kM-FBPN [22ā24] | BPN-BPN [25] | FCM-FBPN-RBF [26] | The proposed methodology |
| Job preclassification | Yes | No | Yes | Yes | Job post/reclassification | No | Yes | Yes | Yes | Parameter replacement | No | No | No | Yes | Dealing with outliers | No | No | No | Yes | Iteration | No | No | No | Yes |
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RBF is radial basis function network.
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