Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm

Table 19

Comparison of performance on DTLZ3 after 10000 FEs.

DTLZ3		NSABC	MOABC	MOCLPSO	NSGA-II
Converge metric	Average	1.0604𝑒+002	5.2341𝑒+001	N/A	1.0995𝑒+002
	Median	1.0317𝑒+002	5.0666𝑒+001	N/A	1.0583𝑒+002
	Best	5.0475𝑒+001	2.2050𝑒+001	N/A	6.3606𝑒+001
	Worst	1.5592𝑒+002	8.7997𝑒+001	N/A	1.5401𝑒+002
	Std	3.0211𝑒+001	1.9430𝑒+001	N/A	2.6229𝑒+001
Diversity metric	Average	4.3775𝑒−001	4.4570𝑒−001	N/A	9.6799𝑒−001
	Median	4.3628𝑒−001	4.4365𝑒−001	N/A	9.0815𝑒−001
	Best	3.9653𝑒−001	4.2066𝑒−001	N/A	5.7383𝑒−001
	Worst	4.6588𝑒−001	4.9020𝑒−001	N/A	1.3928𝑒+000
	Std	2.2679𝑒−002	2.0921𝑒−002	N/A	2.6257𝑒−001