类型

Improved NSGA-II

NSGA-II

SPEA2

Max

Avg

Min

Max

Avg

Min

Max

Avg

Min

20-3-小

12

8.7

5

11

8.1

4

14

9.7

5

20-3-大

10

9.1

8

12

8.3

5

13

8.6

5

20-4-小

12

11.5

10

13

11

10

12

8

6

20-4-大

13

10.4

8

11

8.8

7

13

11.5

10

20-5-小

9

8.5

7

12

10.4

8

11

8.8

7

20-5-大

9

7.5

4

13

8.2

4

10

6.6

3

50-3-小

20

18.1

16

19

17.5

15

20

16.1

14

50-3-大

33

29.4

25

32

27.9

23

30

23.8

21

50-4-小

16

13.2

11

14

11.4

9

14

10.7

6

50-4-大

37

31.7

27

30

20.8

12

26

21.7

19

50-5-小

15

13.5

10

13

11.6

10

13

11

10

50-5-大

17

14.8

12

14

11.6

10

15

11.8

9

80-3-小

28

25.3

21

26

22.3

19

25

22.5

18

80-3-大

46

30

24

39

31.4

23

30

20.6

14

80-4-小

18

15

9

16

12.9

9

17

13.2

9

80-4-大

29

25.9

22

20

15.4

9

25

18.9

15

80-5-小

33

30.9

26

32

28.4

21

31

26.3

22

80-5-大

47

38.2

32

36

33.7

27

30

28.6

25