Research Article

Multiresponse Optimization for a Novel Compliant Z-Stage by a Hybridization of Response Surface Method and Whale Optimization Algorithm

Table 15

Friedman test for the displacement.

CharacteristicQuantity for assessmentsMediumTotal of ranks

F1 via proposed algorithm35437.58370
F1 via CSA35454.55135
Total70446.067
DFChi-squareP-worth
135≤0.001
Null hypothesisH0: all treatment effects are zero
Substitute hypothesisH1: not all treatment effects are zero