Solving Multiobjective Optimization Problems Using Artificial Bee Colony Algorithm

Table 20

Comparison of performance on DTLZ3 after 20000 FEs.

DTLZ3		NSABC	MOABC	MOCLPSO	NSGA-II
Converge metric	Average	9.3970𝑒+001	2.9514𝑒+001	N/A	8.9755𝑒+001
	Median	8.9480𝑒+001	1.9201𝑒+001	N/A	8.7459𝑒+001
	Best	5.8510𝑒+001	1.5806𝑒+001	N/A	5.8992𝑒+001
	Worst	1.3147𝑒+002	6.5907𝑒+001	N/A	1.2936𝑒+002
	Std	2.3911𝑒+001	1.8973𝑒+001	N/A	2.2698𝑒+001
Diversity metric	Average	4.3399𝑒−001	4.2490𝑒−001	N/A	9.0585𝑒−001
	Median	4.3223𝑒−001	4.1868𝑒−001	N/A	8.7254𝑒−001
	Best	4.0358𝑒−001	3.7111𝑒−001	N/A	7.2752𝑒−001
	Worst	4.8145𝑒−001	4.7686𝑒−001	N/A	1.2918𝑒+000
	Std	2.5498𝑒−002	3.5592𝑒−002	N/A	1.7067𝑒−001