Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm

Table 16

Comparison of performance on DTLZ1 after 20000 FEs.

DTLZ1		NSABC	MOABC	MOCLPSO	NSGA-II
Converge metric	Average	4.5813𝑒+000	2.3609𝑒+000	N/A	1.6197𝑒+001
	Median	4.2016𝑒+000	1.3339𝑒+000	N/A	1.6815𝑒+001
	Best	1.1025𝑒+000	6.9640𝑒−001	N/A	9.7891𝑒+000
	Worst	1.0148𝑒+001	7.9295𝑒+000	N/A	2.2004𝑒+001
	Std	2.7762𝑒+000	2.2890𝑒+000	N/A	3.7379𝑒+000
Diversity metric	Average	4.5833𝑒−001	4.6144𝑒−001	N/A	5.7586𝑒−001
	Median	4.6618𝑒−001	4.4855𝑒−001	N/A	5.9588𝑒−001
	Best	4.0286𝑒−001	4.0314𝑒−001	N/A	4.0561𝑒−001
	Worst	4.8518𝑒−001	5.4159𝑒−001	N/A	6.8804𝑒−001
	Std	2.6031𝑒−002	5.0967𝑒−002	N/A	8.7688𝑒−002