Table 6.

Evaluation results of the IEEE CEC 2017 objective functions $C_{19}$ to $C_{30}$.

		GA	PSO	GSA	TLBO	MVO	GWO	WOA	TSA	RSA	MPA	AVOA	DTBO
$C_{19}$	avg	9731.0	2605.8	1.4E+04	6.1E+05	9892.8	2.3E+06	4.5E+04	2926.0	1925.8	1952.9	1930.9	1900.0
	std	7858.3	2581.0	2.2E+04	6.6E+05	7399.9	1.8E+07	2.2E+04	2196.8	33.850	62.668	31.866	0.5177
	Rank	7	5	9	11	8	12	10	6	2	4	3	1
$C_{20}$	avg	2060.5	2098.1	2280.2	2880.4	2084.0	3805.4	2277.5	2090.0	2493.9	2025.1	2026.6	2020.0
	std	68.762	75.043	92.511	245.57	59.512	532.00	97.367	57.113	286.71	28.694	19.776	11.056
	Rank	4	7	9	11	5	12	8	6	10	2	3	1
$C_{21}$	avg	2301.9	2281.0	2364.7	2580.4	2320.2	2580.6	2371.7	2255.0	2328.3	2233.5	2225.6	2200.0
	std	50.749	65.303	32.539	71.887	8.0010	217.34	33.053	72.501	78.370	50.003	37.064	23.769
	Rank	6	5	9	11	7	12	10	4	8	3	2	1
$C_{22}$	avg	2307.9	2312.5	2308.9	7208.1	2316.1	1.4E+04	2301.3	2308.6	3534.3	2287.8	2290.5	2280.0
	std	2.8287	76.143	0.0826	1545.5	19.061	1188.7	0.0846	13.699	972.08	15.320	30.114	44.375
	Rank	5	8	7	11	9	12	4	6	10	2	3	1
$C_{23}$	avg	2634.3	2632.1	2751.7	3124.3	2631.3	3826.7	2751.3	2630.7	2730.2	2612.6	2622.4	2610.0
	std	15.619	10.570	45.031	96.724	9.5706	250.98	46.255	10.124	284.18	4.9156	4.5501	4.6847
	Rank	7	6	10	11	5	12	9	4	8	2	3	1
$C_{24}$	avg	2764.1	2696.7	2748.1	3342.0	2742.6	3480.6	2753.4	2740.3	2701.6	2626.3	2574.3	2520.0
	std	17.772	124.54	6.5110	189.89	9.8817	250.01	6.4110	76.566	86.826	95.951	70.877	43.496
	Rank	10	4	8	11	7	12	9	6	5	3	2	1
$C_{25}$	avg	2955.5	2929.2	2943.2	2920.6	2940.6	3920.2	2950.1	2932.1	2936.3	2923.4	2917.2	2900.0
	std	23.363	30.274	17.686	21.231	27.954	288.36	18.086	28.773	23.595	14.650	7.8934	0.5732
	Rank	11	5	9	3	8	12	10	6	7	4	2	1
$C_{26}$	avg	3110.6	2952.4	3.4E+04	7886.1	3222.1	7105.4	3454.4	2904.0	3462.6	3125.2	2991.1	2850.0
	std	396.58	300.50	752.69	1099.0	492.04	3364.5	723.62	43.795	699.89	337.31	222.65	111.56
	Rank	5	3	12	11	7	10	8	2	9	6	4	1
$C_{27}$	avg	3126.2	3121.7	3273.6	3419.8	3114.9	4827.4	3271.4	3098.9	3149.0	3116.0	3100.4	3090.0
	std	21.882	29.347	48.343	98.368	24.965	736.161	48.582	3.303	25.373	23.812	12.238	0.5212
	Rank	7	6	10	11	4	12	9	2	8	5	3	1
$C_{28}$	avg	3325.4	3330.3	3472.5	3413.4	3392.5	5107.4	3465.8	3217.9	3413.1	2303.3	2709.2	3100.0
	std	150.94	141.55	39.174	140.03	117.32	374.55	40.862	131.96	153.87	140.48	71.968	7.7E$-$05
	Rank	5	6	11	9	7	12	10	4	8	1	2	3
$C_{29}$	avg	3260.6	3205.6	3452.2	4562.6	3196.3	8920.8	3463.9	3216.3	3218.5	3216.4	3191.4	3150.0
	std	97.691	60.193	197.37	583.47	51.265	1691.3	206.57	61.883	128.70	67.701	40.254	15.064
	Rank	8	4	9	11	3	12	10	5	7	6	2	1
$C_{30}$	avg	5.4E+05	3.5E+05	1.3E+06	4.0E+06	3.0E+05	1.9E+07	9.4E+05	4.2E+05	3.1E+05	3.0E+05	1.5E+05	3410.0
	std	7.2E+05	6.1E+05	4.1E+05	1.9E+06	6.3E+05	1.59E+08	4.1E+05	6.4E+05	5.3E+05	2.6E+04	1.3E+04	31.986
	Rank	8	6	10	11	4	12	9	7	5	3	2	1
Sum rank		211	160	252	323	202	351	240	188	177	112	84	40
Mean rank		7.0333	5.3333	8.4	10.767	6.7333	11.7	8	6.2667	5.9	3.7333	2.8	1.3333
Total rank		8	4	10	11	7	12	9	6	5	3	2	1