Journal of Applied Mathematics / 2013 / Article / Tab 1

Research Article

Internal Due Date Assignment in a Wafer Fabrication Factory by an Effective Fuzzy-Neural Approach

Table 1

The differences between this study and some recent references.

MethodData preprocessing methodForecasting methodUpper boundOptimization methodComputation complexity

Chen et al. (2008) [1]SOMFBPNYesSimulation + fuzzy rulesHigh
Chien et al. (2011) [4]NoNonlinear regressionNoBPNLow
Chen and Lin (2011) [16]FCMBPNYesNLPVery high
Chen and Wang (2013) [23]PCA + FCMBPNNoAn iterative process to reduce outliersLow
The proposed methodologyPCA + FCMBPNYesIUBRLow

NLP: nonlinear programming.

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