A Knee Point-Driven Many-Objective Evolutionary Algorithm with Adaptive Switching Mechanism

Table 5

Mean and standard deviation values of HV for KPEA and state-of-art algorithms on MaF problems.

Problem	M	k-NSGAII	KnEA	Pi-MOEA	hpaEA	VaEA	KPEA
MaF1	3
	5
	8	1.
	10
MaF4	3
	5
	8
	10
MaF5	3
	5
	8
	10
MaF6	3
	5
	8	3
	10	0
MaF7	3
	5
	8
	10
MaF8	3	1
	5	5
	8
	10
MaF9	3
	5
	8
	10
MaF10	3
	5
	8
	10
MaF11	3
	5
	8
	10
MaF12	3
	5
	8
	10
MaF13	3
	5
	8
	10
+/-/=		0/41/3	5/33/6	2/33/9	5/29/10	0/40/4