Parametric Optimization of Nd:YAG Laser Beam Machining Process Using Artificial Bee Colony Algorithm

Table 10

Single objective optimization performance.

Optimization method	Response	Optimal value	Mean	Standard deviation	Standard error
GA	𝑌uw	0.0024	0.0033	0.00067	0.00021
	𝑌lw	0.0038	0.0049	0.00083	0.00026
	𝑌𝑑	0.0037	0.0049	0.00099	0.00031
PSO algorithm	𝑌uw	0.0014	0.0025	0.00073	0.00023
	𝑌lw	0.0024	0.0032	0.00060	0.00019
	𝑌𝑑	0.0022	0.0029	0.00057	0.00018
ACO algorithm	𝑌uw	0.0007	0.0014	0.00049	0.00016
	𝑌lw	0.0008	0.0017	0.00059	0.00019
	𝑌𝑑	0.0006	0.0015	0.00071	0.00022
ABC algorithm	𝑌uw	0.0002	0.0008	0.00046	0.00014
	𝑌lw	0.0003	0.0010	0.00048	0.00015
	𝑌𝑑	0.0003	0.0009	0.00041	0.00013