A Novel Real-Time Image Restoration Algorithm in Edge Computing

Table 2

Effect of population size on algorithm performance.

Function	Evaluation index
		5	10	15	20
F1	Optimized mean	4.450	4.398	4.381	4.380
	Average operating time (s)	0.617	0.953	1.385	1.671
	Convergence condition	-	1.1709	0.3843	0.0137
F2	Optimized mean	8.6098	8.6059	8.6046	8.6045
	Average operating time (s)	0.543	0.969	1.421	1.606
	Convergence condition	-	0.0453	0.0151	0.0012
F3	Optimized mean	0.002541	0.002436	0.002412	0.002408
	Average operating time (s)	0.586	0.849	1.287	1.599
	Convergence condition	-	4.1322	0.9852	0.1658
F4	Optimized mean	1.34003E-05	1.29E-05	1.28E-05	1.26E-05
	Average operating time (s)	0.614	1.265	1.68	1.55
	Convergence condition	-	3.5632	2.1095	0.8419
F5	Optimized mean	0.0733	0.0409	0.03784	0.0301
	Average operating time (s)	0.726	1.1	1.233	1.807
	Convergence condition	-	44.2019	7.4817	20.4545
F6	Optimized mean	8.8113	6.5458	5.44	4.728
	Average operating time (s)	0.76	0.985	1.233	1.586
	Convergence condition	-	25.7113	16.8933	13.0882
F7	Optimized mean	15.6435	15.1187	14.2415	14.1232
	Average operating time (s)	0.579	0.863	1.321	1.592
	Convergence condition	-	3.3547	5.8021	0.8307
F8	Optimized mean	2.5632	2.1998	1.6826	1.4576
	Average operating time (s)	0.564	0.886	1.253	1.605
	Convergence condition	-	14.1776	23.5112	13.3722
F9	Optimized mean	0.2044	0.2028	0.1475	0.1382
	Average operating time (s)	0.603	1.061	1.302	1.793
	Convergence condition	-	0.7828	27.2682	6.3051
F10	Optimized mean	1.008	1.004	1.002	1
	Average operating time (s)	0.652	1.705	1.72	2.95
	Convergence condition		0.3968	0.1992	0.1996