A Fusion Multiobjective Empire Split Algorithm

Table 3

results on the eight problems.

Function		FMOESA	MOEA/D	dMOPSO	NSGAII	STM	ACD
ZDT1	Mean	9.153E − 01	9.127E − 01	9.171E − 01	9.158E − 01	9.154E − 01	9.136E − 01
	Std	1.332E − 03	1.163E − 03	1.302E − 03	7.138E − 04	1.429E − 03	1.227E − 03
	value		1.112E − 02	2.627E − 07	2.347E − 10	1.352E − 01	1.945E − 02
ZDT2	Mean	8.329E − 01	8.204E − 01	8.226E − 01	8.328E − 01	8.317E − 01	8.247E − 01
	Std	1.128E − 03	5.862E − 02	2.643E − 03	1.207E − 03	1.745E − 03	2.729E − 03
	value		4.927E − 03	3.669E − 11	3.031E − 07	1.340E − 03	4.262E − 03
ZDT3	Mean	9.498E − 01	9.458E − 01	9.426E − 01	9.495E − 01	9.491E − 01	9.477E − 01
	Std	7.704E − 04	1.752E − 02	1.372E − 03	7.607E − 04	1.168E − 03	1.387E − 03
	value		3.684E − 08	3.061E − 11	7.797E − 01	6.908E − 04	7.265E − 10
ZDT6	Mean	5.643E − 01	7.362E − 01	9.114E − 01	9.001E − 01	8.692E − 01	7.996E − 01
	Std	4.163E − 01	9.525E − 02	3.214E − 02	2.613E − 03	8.137E − 02	5.208E − 02
	value		5.979E − 05	1.581E − 06	6.842E − 03	1.237E − 02	4.253E − 07
DTLZ1	Mean	9.798E − 01	9.801E − 01	9.756E − 01	9.728E − 01	0.00E + 00	9.767E − 01
	Std	1.974E − 04	7.796E − 04	5.778E − 04	7.884E − 04	0.00E + 00	3.662E − 04
	value		8.596E − 01	3.032E − 11	4.968E − 07	1.261E − 12	2.311E − 11
DTLZ2	Mean	9.297E − 01	9.255E − 01	9.285E − 01	9.258E − 01	8.795E − 01	9.247E − 01
	Std	1.135E − 03	8.147E − 04	1.074E − 03	9.258E − 04	6.853E − 03	6.286E − 03
	value		1.456E − 04	2.670E − 08	5.148E − 07	3.062E − 11	7.214E − 08
DTLZ4	Mean	9.273E − 01	9.274E − 01	9.260E − 01	9.265E − 01	8.807E − 01	9.268E − 01
	Std	8.437E − 04	1.056E − 03	9.468E − 04	1.003E − 03	9.221E − 03	3.109E − 03
	value		1.831E − 01	2.449E − 06	8.516E − 04	3.029E − 11	6.287E − 06
DTLZ7	Mean	4.867E − 01	4.757E − 01	4.744E − 01	4.790E − 01	4.821E − 01	4.779E − 01
	Std	7.964E − 03	3.742E − 03	1.980E − 02	2.376E − 03	2.536E − 03	2.817E − 03
	value		7.142E − 09	3.645E − 09	4.928E − 11	3.082E − 11	2.011E − 09
+/=/−			5/2/1	6/0/2	5/2/1	6/1/1	7/0/1