Improving Vector Evaluated Particle Swarm Optimisation by Incorporating Nondominated Solutions

Table 7

Performance comparison based on ZDT2 test problem.

Measure	AbYSS	NSGA-II	SPEA2	SMPSO	VEPSOnds2
NS
Ave.	100.000000	100.000000	100.000000	100.000000	97.490000
SD	0.000000	0.000000	0.000000	0.000000	7.832198
Min.	100.000000	100.000000	100.000000	100.000000	49.000000
Max.	100.000000	100.000000	100.000000	100.000000	100.000000
GD
Ave.	0.000131	0.000176	0.000182	0.000051	0.002003
SD	0.000067	0.000066	0.000039	0.000003	0.003483
Min.	0.000056	0.000093	0.000090	0.000044	0.000198
Max.	0.000433	0.000707	0.000304	0.000060	0.017750
SP
Ave.	0.130425	0.378029	0.158187	0.071698	0.687560
SD	0.090712	0.028949	0.027529	0.013981	0.278814
Min.	0.080831	0.311225	0.118114	0.035786	0.242474
Max.	0.833933	0.430516	0.365650	0.106749	1.460767
HV
Ave.	0.325483	0.326117	0.326252	0.328576	0.296372
SD	0.023209	0.000297	0.000908	0.000077	0.053300
Min.	0.096409	0.325278	0.318785	0.328349	0.043514
Max.	0.328505	0.326696	0.327559	0.328736	0.327309