预测编号

27

28

29

30

31

32

均误差

实际值/t

6,214,550.78

3,870,301.52

3,996,678.71

3,870,329.96

3,997,936.11

1,323,495.35

NSGAII -GPR

预测值/t

6,251,313.89

4,064,342.571

3,997,010.766

3,879,803.683

3,997,979.927

1,464,708.447

0.063

绝对误差

36,763.11547

194,041.0527

332.0560011

9473.71931

43.81964796

141,213.1009

相对误差

0.005915651

0.050135901

0.00000831

0.002447781

0.000011

0.106697089

GM(1，1)

预测值/t

4,423,160.01

4,729,416.46

4,748,834.65

4,797,843.14

4,817,569.12

5,163,109.27

0.604

绝对误差

1,791,406.34

859,114.95

752,155.94

927,513.18

819,633.01

3,839,613.92

相对误差

0.26

0.20

0.17

0.22

0.18

2.60

SVM

预测值/t

6,482,462.66

3,874,287.05

4,029,607.41

3,790,629.42

4,036,552.51

4,232,326.82

0.380

绝对误差

267,911.89

3985.53

32,928.70

79,700.55

38,616.40

2,908,831.48

相对误差

0.043

0.0010

0.0082

0.021

0.0098

2.20

人工神经网络

预测值/t

5,314,739.82

3,777,524.64

4,123,721.17

3,509,440.10

4,162,545.59

2,025,618.80

0.144

绝对误差

899,810.95

92,776.88

127,042.46

360,889.86

164,609.48

702,123.45

相对误差

0.15

0.024

0.032

0.093

0.041

0.53