Application of AHP and EIE in Reliability Analysis of Complex Production Lines Systems

Table 6

Performances comparison.

Performance	GASVM	PSOSVM	LSSVM
Optimal parameters	c= 13.5401	c= 15.7359	= 0.5875
	= 1.3132	=1.5760	= 343.67
Train-MSE	0.0093	0.0107	0.0094
Train-R	0.9396	0.9398	0.9506
Test-MSE	0.0131	0.0129	0.0106
Test-R	0.9210	0.9152	0.9227
TIME	9.718s	17.57s	0.037s