Hierarchical Artificial Bee Colony Optimizer with Divide-and-Conquer and Crossover for Multilevel Threshold Image Segmentation

Table 6

Performance of all algorithms on CEC 2005 functions –.

Function		HABC	CABC	CPSO	CMA-ES	ABC	PSO	GA
	Mean	0
	Std.	0
	Rank	1	3	7	2	4	5	6
	Mean				0
	Std.
	Rank	2	4	6	1	5	3	7
	Mean	0
	Std.	0
	Rank	1	3	7	2	4	5	6
	Mean
	Std.
	Rank	2	4	6	1	5	3	7
	Mean	0			0
	Std.	0			0	4.09
	Rank	1	6	4	1	5	3	7
	Mean	1.37			1.72	5.72
	Std.	1.16	5.48		5.13	7.40
	Rank	1	4	7	2	3	5	6
	Mean
	Std.
	Rank	1	3	5	2	3	7	6
	Mean
	Std.						5.45
	Rank	3	5	2	1	5	4	7
	Mean	0
	Std.						2.29	8.13
	Rank	1	3	4	6	2	7	5
	Mean
	Std.
	Rank	1	3	6	2	4	5	7
	Mean
	Std.	9.02
	Rank	2	3	5	1	4	6	7
	Mean
	Std.
	Rank	1	2	5	4	3	6	7
Total rank		17	43	66	25	47	59	78