Mathematical Problems in Engineering / 2020 / Article / Tab 2

Research Article

A Novel Performance Prediction Model for the Machining Process Based on the Interval Type-2 Fuzzy Neural Network

Table 2

Design factors in the IT2FNN architecture.

ParameterMRRRa

Layer 1: Number of input nodes55
Layer 2: Number of membership functions1010
Layer 3: Number of rules3232
Layer 4: Number of normalization nodes3232
Layer 5: Number of type-reduction nodes22
Layer 6: Number of output nodes11
Footprint of uncertaintyGaussian with uncertain standard deviationGaussian with uncertain standard deviation

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