Table 7 Comprehensive data.

From: A many-objective evolutionary algorithm based on three states for solving many-objective optimization problem

Problem

VMEF

BiGE-BEW

MOEA/DG

MOEA/D

LSMaODE

MaOEA/IT

MaOEA/IGD

MOEA/TS

 + /-/ = 

DTLZ

6/21/8

5/27/3

5/25/5

15/16/4

1/32/2

0/35/0

0/31/4

–

MAF

6/22/2

11/18/1

2/25/3

5/21/4

9/20/1

1/27/2

0/30/0

–

WFG

10/26/9

9/29/7

3/42/0

0/45/0

3/39/3

0/45/0

0/43/2

–

Total

22/69/19

25/74/11

10/92/8

20/82/8

13/91/6

1/107/2

0/104/6

–

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