类型

Improved NSGA-II

NSGA-II

SPEA2

Max

Avg

Min

Max

Avg

Min

Max

Avg

Min

20-3-小

10.98

10.66

10.44

11.69

11.21

11.03

25.68

24.73

23.95

20-3-大

16.70

17.35

16.13

17.88

17.29

16.95

28.55

26.21

25.73

20-4-小

20.19

17.84

14.86

20.72

18.65

17.78

28.06

25.75

24.48

20-4-大

24.22

23.42

23.05

23.58

23.15

22.48

27.67

26.69

25.17

20-5-小

25.22

24.42

24.05

24.58

24.15

23.48

29.86

28.73

28.09

20-5-大

27.59

26.95

25.87

26.35

25.87

25.05

30.11

29..36

28.85

50-3-小

42.78

42.13

41.88

41.15

40.97

40.43

60.32

58.64

56.27

50-3-大

47.73

45.28

43.17

45.84

43.66

42.53

65.93

64.81

63.15

50-4-小

57.63

55.82

52.26

54.33

52.13

51.84

74.23

72.59

71.94

50-4-大

62.49

60.31

58.79

60.54

58.72

56.86

80.98

75.66

71.69

50-5-小

70.05

68.58

62.95

65.15

63.13

60.81

85.55

81.74

76.36

50-5-大

75.31

72.22

69.81

72.94

70.42

67.41

93.97

90.41

88.39

80-3-小

358.08

351.70

346.35

120.19

114.84

100.38

147.81

146.52

145.81

80-3-大

367.16

348.27

335.91

142.24

140.77

136.11

190.19

188.07

186.03

80-4-小

472.24

447.08

429.64

189.14

173.38

162.67

220.79

218.98

217.69

80-4-大

592.11

573.27

561.41

203.43

198.29

196.05

283.98

267.17

259.59

80-5-小

640.34

623.82

612.91

274.48

273.66

272.73

327.47

324.66

321.93

80-5-大

882.92

875.38

857.13

317.14

315.09

313.77

460.14

451.56

449.41