FoSSA Optimization-Based SVM Classifier for the Recognition of Partial Discharge Patterns in HV Cables

Table 6

Comparison of optimization results.

Function	Optimizer	Optimal value	Worst value	Mean
	SSA	−10139.98	−6154.46	−8145.43
	FoSSA	−36168.05	−28325.41	−34049.27
	LevySSA	−30725.72	−26342.56	−28072.35
	tSSA	−29325.62	−23210.74	−28705.26
	RandSSA	−23257.82	−19072.23	−21072.43
	SSA	−15642.13	−13425.62	−14568.18
	FoSSA	−35653.03	−31971.04	−34895.24
	LevySSA	−16725.12	−14236.42	−15742.84
	tSSA	−16732.45	−14584.72	−15643.72
	RandSSA	−17325.42	−14346.28	−16435.65
	SSA	−3.2432	−3.0898	−3.1042
	FoSSA	−3.8947	−3.8628	−3.8725
	LevySSA	−3.7243	−3.2649	−3.4634
	tSSA	−3.7254	−3.6234	−3.6927
	RandSSA	−3.3274	−3.1324	−3.2736