Harmony Search Based Parameter Ensemble Adaptation for Differential Evolution

Table 4

Performance of MDE, EPDE2, and HSEPDE2 on 30D problems.

	MDE		EPDE2		HSPEADE2
	Mean	Std.	Mean	Std.	Mean	Std.
1	0	0	0	0	0	0
2	2.19𝐸−12	5.17𝐸−12	6.29𝐸−10	6.59𝐸−10	𝟐.𝟑𝟑𝐄−𝟏𝟖	𝟓.𝟔𝟕𝐄−𝟏𝟖
3	2.45E + 04	1.31E + 04	3.30𝐸+05	1.52𝐸+05	2.83𝐸+04	1.69𝐸+04
4	5.96𝐸−05	1.33𝐸−04	7.30E − 06	9.85E − 06	𝟑.𝟖𝟖𝐄−𝟎𝟔	𝟔.𝟕𝟗𝐄−𝟎𝟔
5	6.48𝐸+02	3.81𝐸+02	1.04E − 01	2.72E − 01	𝟏.𝟗𝟑𝐄−𝟎𝟒	𝟏.𝟓𝟔𝐄−𝟎𝟒
6	2.49𝐸+01	2.67𝐸+01	8.02E − 01	1.68E + 00	𝟐.𝟎𝟐𝐄−𝟏𝟓	𝟐.𝟏𝟕𝐄−𝟏𝟓
7	1.79𝐸−02	1.29𝐸−02	9.59E − 03	9.58E − 03	𝟎	𝟎
8	2.08𝐸+01	2.75𝐸−01	2.09𝐸+01	5.49𝐸−02	2.09𝐸+01	5.56𝐸−02
9	0	0	8.62𝐸+00	1.96𝐸+00	𝟎	𝟎
10	2.72E + 01	5.27E + 00	1.19𝐸+02	1.01𝐸+01	𝟐.𝟑𝟏𝐄+𝟎𝟏	𝟕.𝟓𝟏𝐄+𝟎𝟎
11	2.72E + 01	1.68E + 00	3.25𝐸+01	1.84𝐸+00	𝟐.𝟓𝟓𝐄+𝟎𝟏	𝟑.𝟓𝟎𝐄+𝟎𝟎
12	2.81E + 03	2.01E + 03	3.97𝐸+04	2.42𝐸+04	4.19𝐸+03	4.61𝐸+03
13	1.44E + 00	1.02E − 01	5.31𝐸+00	2.79𝐸−01	1.45𝐸+00	1.15𝐸−01
14	1.22E + 01	5.39E − 01	1.31𝐸+01	2.47𝐸−01	1.28𝐸+01	1.52𝐸−01