Research Article

Gorilla Troops Optimizer Combined with ANFIS for Wire Cut EDM of Aluminum Alloy

Table 6

Results from ANOVA.

SourceDegrees of freedom (DF)Adj SSAdj MSF-valueP-valueRemarks

Model130.8856260.068125168.040.000Significant
Linear40.1914790.047870118.080.000
P110.0242000.02420059.690.000
P210.0037560.0037569.260.009
WF10.1111110.111111274.070.000
I10.0191360.01913647.200.000
Square40.2787770.069694171.910.000
P 1 × P110.1310300.131030323.200.000
P 2 × P210.1157410.115741285.490.000
WF × WF10.0296060.02960673.030.000
I × I10.0007350.0007351.810.201
2-Way50.2703070.054061133.350.000
P 1 × P210.1365330.136533336.780.000
P 1 × WF10.0560330.056033138.210.000
P 1 × I10.0645330.064533159.180.000
P 2 × WF10.0117560.01175629.000.000
P 2 × I10.0004500.0004501.110.311
Error130.0052700.000405
Total260.890896

Standard deviation = 0.0201349 R2 = 99.41%, R2(adj) = 98.82%, R2(pred) = 96.67%.