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.

MethodSOM-WM [7], SOM-FBPN [17], kM-FBPN [22ā€“24]BPN-BPN [25]FCM-FBPN-RBF [26]The proposed methodology

Job preclassificationYesNoYesYes
Job post/reclassificationNoYesYesYes
Parameter replacementNoNoNoYes
Dealing with outliersNoNoNoYes
IterationNoNoNoYes

RBF is radial basis function network.