Multi-Swarm Multi-Objective Optimizer Based on -Optimality Criteria for Multi-Objective Portfolio Management

Table 4

Comparison of performance on ZDT6.

ZDT6		p-MSNSGA-II	p-MSMODE	p-MSMOEA/D	NSGA-II	MODE	MOEA/D	M^2OABC
Converge Metric	Max	3.87e-05	6.45e-04	6.74e-04	7.72e-02	7.37e-02	7.01e-02	1.76e-03
	Min	2.39e-05	2.71e-05	3.21e-04	5.31e-02	2.72e-03	5.09e-02	9.64e-05
	Avg	2.95e-05	2.89e-04	4.30e-04	6.98e-02	3.71e-02	5.48e-02	5.03e-04
	Std	6.08e-06	1.10e-05	7.63e-05	6.52e-03	2.17e-02	6.45e-03	7.40e-01
Diversity Metric	Max	7.51e-02	7.32e-02	1.01e-01	1.12e+00	1.24e+00	1.16e+00	1.18e-01
	Min	5.87e-02	4.08e-02	6.76e-02	6.12e-01	9.31e-01	6.19e-01	6.08e-02
	Avg	6.37e-02	5.68e-02	8.14e-02	8.35e-01	9.99e-01	8.96e-01	7.96e-02
	Std	1.26e-03	4.03e-03	2.06e-03	1.08e-01	1.91e-02	1.87e-01	1.93e-02