Differential Evolution with Population and Strategy Parameter Adaptation

Table 2

Comparison between JADE with proposed population adaptation and JADE with different population sizes.

Fcn	JADE with different population sizes		JADE with adaptive population
	Mean	Std.	Mean	Std.
( = 50, 100, 200 & 400)	0.00E + 00	0.00E + 00	0.00E + 00	0.00E + 00
( = 100)	1.79E − 28	1.50E − 28	7.30E − 28	1.14E − 28
( = 400)	9.52E − 08	4.15E − 07	5.89E − 13	2.73E − 12
( = 400)	5.64E − 18	1.68E − 17	3.56E − 18	5.09E − 18
( = 400)	2.91E + 01	2.55E + 01	2.86E + 01	2.80E + 01
( = 50)	4.06E + 00	1.47E + 01	3.08E + 00	1.29E + 01
( = 1000)	4.22E − 04	2.64E − 04	1.23E − 03	3.22E − 03
( = 100)	2.08E + 01	3.25E − 01	2.08E + 01	3.17E − 01
( = 50 & 100)	0.00E + 00	0.00E + 00	0.00E + 00	0.00E + 00
( = 100)	2.58E + 01	5.13E + 00	2.20E + 01	4.39E + 00
( = 100)	2.58E + 01	1.25E + 00	2.50E + 01	1.20E + 00
( = 50)	4.80E + 03	4.26E + 03	3.92E + 03	1.80E + 03
( = 50)	1.22E + 00	1.05E − 01	1.30E + 00	1.18E − 01
( = 200)	1.23E + 01	2.41E − 01	1.23E + 01	2.30E − 01