Harmony Search Based Parameter Ensemble Adaptation for Differential Evolution

Table 3

Performance of JADE, EPDE1, and HSEPDE1 on 100D problems.

	JADE		EPDE1		HSPEADE1
	Mean	Std.	Mean	Std.	Mean	Std.
1	6.48𝐸−10	4.02𝐸−09	1.57E − 28	2.49E − 28	𝟓.𝟎𝟓𝐄−𝟑𝟎	𝟏.𝟓𝟗𝐄−𝟐𝟗
2	3.49𝐸+01	6.47𝐸+01	5.61E + 00	1.77E + 01	𝟓.𝟗𝟗𝐄−𝟎𝟏	𝟑.𝟖𝟐𝐄−𝟎𝟏
3	3.01𝐸+06	6.21𝐸+04	1.53E + 06	601E + 05	𝟏.𝟎𝟐𝐄+𝟎𝟔	𝟑.𝟑𝟗𝐄+𝟎𝟓
4	5.03𝐸+04	6.98𝐸−03	2.03𝐸+04	8.35𝐸+03	𝟏.𝟎𝟑𝐄+𝟎𝟒	𝟐.𝟒𝟗𝐄+𝟎𝟑
5	7.53𝐸+05	3.95𝐸+03	5.89E + 03	1.33E + 03	𝟑.𝟑𝟗𝐄+𝟎𝟑	𝟕.𝟖𝟐𝐄+𝟎𝟐
6	6.35𝐸+03	7.37𝐸+01	1.85E + 02	4.13E + 01	𝟓.𝟒𝟗𝐄−𝟎𝟏	𝟏.𝟔𝟔𝐄+𝟎𝟎
7	8.13𝐸−03	5.69𝐸−03	4.19𝐸−03	6.77𝐸−03	𝟏.𝟐𝟑𝐄−𝟎𝟑	𝟑.𝟖𝟗𝐄−𝟎𝟑
8	2.19𝐸+01	9.47𝐸+01	2.13𝐸+01	1.49𝐸−02	2.13𝐸+01	2.61𝐸−02
9	3.55E − 12	1.12E − 12	2.64𝐸+02	1.19𝐸+01	1.06𝐸−15	1.91𝐸−15
10	5.94E + 02	8.88E + 01	7.13𝐸+02	1.53𝐸+01	𝟐.𝟑𝟗𝐄+𝟎𝟐	𝟖.𝟏𝟒𝐄+𝟎𝟏
11	1.28E + 02	3.57E + 00	1.51𝐸+02	3.16𝐸+00	𝟏.𝟐𝟕𝐄+𝟎𝟐	𝟒.𝟖𝟐𝐄+𝟎𝟎
12	6.77𝐸+05	2.11𝐸+04	1.02E + 05	6.39E + 04	𝟗.𝟑𝟗𝐄+𝟎𝟒	𝟐.𝟗𝟔𝐄+𝟎𝟒
13	6.96E + 00	7.09E − 01	4.15𝐸+01	1.65𝐸+00	𝟔.𝟏𝟕𝐄+𝟎𝟎	𝟔.𝟕𝟐𝐄−𝟎𝟏
14	4.58E + 01	3.98E − 01	4.74𝐸+01	1.85𝐸−01	4.67𝐸+01	3.35𝐸−01