📄 improvedranpropylene.asv
字号:
% 将RAN和相关性剪枝方法糅合在一块儿，并将其应用到增加了从输入层直接到输出层的线性连接的RBF网络中,应用到丙烯纯度预测中。
% 程序一段
% RAN算法
function main()
%% 程序一段
% 有输入至输出线性环节的RBF网络
p=[53.25 1.73 0.06 0.02 57.82 57.74 56.77 1693.16 40.83 1.67 29.26 42.16 412.31 2.33
53.08 1.73 0.06 0.02 57.52 57.59 56.57 1697.38 40.66 1.66 29.11 41.98 404.88 2.32
52.92 1.72 0.06 0.02 57.24 57.27 56.32 1693.86 40.48 1.66 29.03 41.81 418.32 2.32
52.67 1.71 0.06 0.02 56.99 56.87 56.04 1705.09 40.31 1.65 28.93 41.66 416.47 2.31
52.49 1.71 0.06 0.02 56.67 56.64 55.71 1698.78 40.16 1.64 28.91 41.53 411.00 2.30
52.32 1.70 0.06 0.02 56.49 56.44 55.54 1691.75 40.05 1.64 28.88 41.41 418.71 2.30
52.23 1.70 0.06 0.02 56.37 56.32 55.44 1695.97 39.93 1.63 28.88 41.33 410.91 2.29
52.14 1.69 0.06 0.02 56.24 56.19 55.36 1695.27 39.88 1.63 28.91 41.26 416.27 2.29
52.37 1.70 0.06 0.02 56.69 56.59 55.54 1689.64 40.05 1.64 28.98 41.46 417.52 2.30
52.40 1.71 0.06 0.02 56.69 56.72 55.69 1699.48 40.08 1.64 29.01 41.48 409.82 2.30
52.44 1.71 0.06 0.02 56.72 56.79 55.66 1616.07 40.10 1.64 29.01 41.51 411.19 2.30
52.46 1.71 0.06 0.02 56.79 56.94 55.84 1613.85 40.10 1.64 28.98 41.51 421.14 2.30
52.49 1.71 0.06 0.02 56.74 56.87 55.74 1606.45 40.16 1.64 28.96 41.56 410.81 2.30
52.50 1.71 0.06 0.02 56.84 56.99 55.86 1615.33 40.13 1.64 28.98 41.56 413.43 2.30
52.50 1.71 0.06 0.02 56.89 56.94 55.86 1611.64 40.10 1.64 28.96 41.56 410.18 2.30
52.46 1.71 0.06 0.02 56.87 56.82 55.84 1601.25 40.10 1.64 28.96 41.51 417.81 2.30
52.34 1.70 0.06 0.02 56.62 56.59 55.56 1608.68 40.03 1.64 28.98 41.48 413.02 2.30
52.22 1.70 0.06 0.02 56.59 56.57 55.56 1601.99 39.98 1.64 29.03 41.43 416.08 2.30
52.21 1.70 0.06 0.02 56.47 56.47 55.46 1607.93 39.98 1.64 29.13 41.46 416.38 2.30
52.10 1.70 0.06 0.02 56.14 56.11 55.21 1601.99 40.03 1.64 29.11 41.51 413.03 2.30
52.12 1.70 0.06 0.02 56.19 56.11 55.24 1608.68 40.03 1.64 29.08 41.51 403.50 2.30
52.20 1.70 0.06 0.02 56.29 56.29 55.34 1607.93 40.03 1.64 28.96 41.51 410.83 2.30
52.28 1.71 0.06 0.02 56.47 56.52 55.46 1601.99 40.05 1.64 28.91 41.53 400.47 2.30
52.41 1.71 0.06 0.02 56.77 56.84 55.76 1604.97 40.16 1.65 28.91 41.63 413.92 2.31
52.51 1.71 0.06 0.02 56.94 57.02 55.86 1602.74 40.21 1.65 28.88 41.71 407.97 2.31
52.57 1.71 0.06 0.02 57.09 57.19 55.94 1607.19 40.23 1.65 28.83 41.71 409.91 2.31
52.63 1.71 0.06 0.02 57.22 57.27 56.01 1333.12 40.26 1.65 28.83 41.76 406.00 2.31
52.62 1.71 0.06 0.02 57.37 57.39 55.99 1045.43 40.28 1.65 28.78 41.78 402.75 2.31
52.72 1.72 0.06 0.02 57.44 57.52 56.09 989.18 40.31 1.65 28.81 41.83 411.97 2.31
52.66 1.71 0.06 0.02 57.52 57.34 56.01 984.35 40.28 1.65 28.76 41.81 415.95 2.31
52.63 1.71 0.06 0.02 57.34 57.24 56.01 987.98 40.26 1.65 28.70 41.76 416.45 2.31
52.55 1.71 0.06 0.02 57.39 57.14 56.04 983.14 40.21 1.65 28.73 41.71 413.50 2.31
52.51 1.71 0.06 0.02 57.34 57.17 55.96 983.14 40.16 1.65 28.70 41.63 404.10 2.31
52.51 1.71 0.06 0.02 57.39 57.22 55.99 993.99 40.16 1.64 28.73 41.63 404.76 2.30
52.37 1.70 0.06 0.02 57.02 56.87 55.71 919.22 40.03 1.64 28.73 41.53 409.37 2.30
52.37 1.70 0.06 0.02 56.94 56.84 55.69 864.42 40.03 1.64 28.73 41.53 410.15 2.30
52.45 1.70 0.06 0.02 57.32 57.04 55.94 853.31 40.08 1.64 28.76 41.56 416.01 2.30
52.43 1.70 0.06 0.02 57.27 56.89 55.79 858.88 40.03 1.64 28.73 41.51 415.71 2.30
52.41 1.70 0.06 0.02 57.14 56.82 55.74 853.31 40.03 1.64 28.73 41.51 412.55 2.30
52.38 1.70 0.06 0.02 56.94 56.59 55.64 844.89 39.98 1.64 28.73 41.46 402.62 2.30
52.31 1.70 0.06 0.02 56.82 56.49 55.51 858.88 39.95 1.63 28.70 41.46 413.68 2.30
52.26 1.70 0.06 0.02 56.72 56.42 55.49 850.51 39.95 1.63 28.68 41.43 403.43 2.29
52.24 1.70 0.06 0.02 56.67 56.34 55.46 847.71 39.95 1.63 28.65 41.41 404.12 2.29
52.28 1.69 0.06 0.02 56.67 56.37 55.49 923.10 39.95 1.63 28.65 41.41 413.48 2.29
52.06 1.69 0.06 0.02 56.19 55.99 55.14 1024.70 39.85 1.63 28.65 41.28 415.74 2.29
52.12 1.69 0.06 0.02 56.17 56.01 55.11 1031.66 39.85 1.63 28.73 41.28 403.37 2.29
52.18 1.69 0.06 0.02 56.27 56.17 55.19 1033.97 39.90 1.63 28.78 41.28 416.89 2.29
52.18 1.69 0.06 0.02 56.32 56.24 55.21 1033.97 39.90 1.63 28.81 41.28 411.27 2.29
52.17 1.69 0.06 0.02 56.29 56.19 55.24 1032.81 39.90 1.63 28.81 41.26 408.20 2.29
52.15 1.69 0.06 0.03 56.17 56.04 55.14 1029.34 39.88 1.63 28.86 41.28 409.77 2.29
52.09 1.69 0.06 0.02 56.09 56.01 55.06 1031.66 39.90 1.63 28.88 41.26 411.91 2.29
52.19 1.69 0.06 0.02 56.24 56.19 55.14 1028.19 39.98 1.63 29.03 41.38 415.11 2.29
52.45 1.70 0.06 0.02 56.39 56.27 55.29 1028.19 40.28 1.64 29.13 41.53 416.23 2.30
52.45 1.70 0.06 0.02 56.42 56.32 55.29 1033.97 40.31 1.64 29.18 41.53 403.17 2.30
52.50 1.70 0.06 0.02 56.34 56.29 55.36 1035.12 40.36 1.64 29.31 41.63 409.99 2.30
52.47 1.70 0.06 0.02 56.22 56.22 55.26 1031.66 40.31 1.64 29.28 41.58 409.68 2.30
52.37 1.70 0.06 0.02 56.09 56.04 55.26 1028.19 40.31 1.64 29.26 41.56 414.50 2.29
52.53 1.70 0.06 0.02 56.44 56.27 55.46 1028.19 40.38 1.64 29.26 41.51 413.09 2.29
52.53 1.70 0.06 0.02 56.44 56.34 55.44 1033.97 40.41 1.64 29.28 41.51 416.01 2.30
52.53 1.70 0.06 0.02 56.34 56.22 55.46 1028.19 40.41 1.64 29.21 41.51 413.22 2.30
52.51 1.70 0.06 0.02 56.34 56.27 55.41 1027.03 40.38 1.64 29.23 41.46 410.26 2.29
52.52 1.70 0.06 0.02 56.32 56.32 55.41 1030.50 40.38 1.64 29.26 41.46 416.26 2.30
52.70 1.70 0.06 0.02 56.39 56.42 55.51 1028.19 40.53 1.64 29.36 41.53 411.39 2.30
52.83 1.71 0.06 0.02 56.47 56.52 55.66 1023.54 40.66 1.64 29.36 41.56 407.62 2.30
52.85 1.71 0.06 0.02 56.57 56.54 55.74 1030.50 40.61 1.65 29.31 41.58 410.08 2.31
52.83 1.71 0.06 0.02 56.62 56.67 55.76 1038.57 40.61 1.65 29.36 41.63 405.60 2.31
52.88 1.71 0.06 0.02 56.87 56.82 55.86 1027.03 40.66 1.65 29.33 41.68 404.90 2.31
52.75 1.71 0.06 0.02 56.64 56.47 55.69 1031.66 40.53 1.65 29.31 41.63 402.89 2.30
52.58 1.71 0.06 0.02 56.32 56.22 55.56 1031.66 40.43 1.64 29.26 41.56 403.60 2.30
52.56 1.71 0.06 0.02 56.24 56.14 55.49 1029.34 40.38 1.64 29.28 41.51 407.02 2.30
52.56 1.70 0.06 0.02 56.17 56.09 55.49 1024.70 40.36 1.64 29.33 41.48 407.81 2.30
52.51 1.71 0.06 0.02 56.19 56.11 55.44 1030.50 40.33 1.64 29.36 41.48 412.75 2.30
52.53 1.71 0.06 0.02 56.27 56.14 55.51 1031.66 40.33 1.64 29.38 41.48 406.91 2.30
52.52 1.71 0.06 0.02 56.22 56.17 55.51 1025.86 40.31 1.64 29.41 41.48 407.78 2.30
52.53 1.71 0.06 0.02 56.29 56.19 55.56 1025.86 40.38 1.65 29.41 41.56 405.68 2.30
52.61 1.71 0.06 0.02 56.34 56.24 55.61 1038.57 40.41 1.65 29.48 41.61 415.26 2.31
52.63 1.71 0.06 0.02 56.32 56.29 55.61 1032.81 40.43 1.65 29.56 41.58 415.94 2.31
52.60 1.71 0.06 0.02 56.37 56.27 55.64 1031.66 40.43 1.65 29.53 41.63 403.62 2.31
52.69 1.72 0.06 0.02 56.47 56.34 55.74 1032.81 40.51 1.65 29.58 41.68 406.29 2.31
52.79 1.72 0.06 0.02 56.54 56.49 55.81 1029.34 40.53 1.66 29.61 41.73 405.15 2.31
52.83 1.72 0.06 0.02 56.54 56.52 55.86 1021.21 40.61 1.66 29.58 41.76 405.54 2.31
52.76 1.72 0.06 0.02 56.59 56.42 55.84 1028.19 40.58 1.65 29.48 41.73 404.88 2.31
52.79 1.72 0.06 0.02 56.62 56.54 55.84 1031.66 40.56 1.65 29.36 41.73 414.20 2.31
52.85 1.72 0.06 0.02 56.67 56.54 55.86 1028.19 40.58 1.65 29.36 41.76 411.19 2.31
52.82 1.72 0.06 0.02 56.62 56.52 55.86 1037.42 40.56 1.65 29.36 41.71 411.49 2.31
52.82 1.72 0.06 0.02 56.67 56.59 55.89 1031.66 40.58 1.66 29.33 41.76 414.98 2.31
52.74 1.72 0.06 0.02 56.67 56.52 55.89 1031.66 40.53 1.65 29.23 41.73 414.22 2.31
52.74 1.72 0.06 0.02 56.69 56.62 55.89 1032.81 40.53 1.65 29.16 41.68 408.17 2.31
52.96 1.72 0.06 0.02 57.14 57.09 56.04 1029.34 40.63 1.66 29.11 41.81 404.05 2.32
53.07 1.72 0.06 0.02 57.24 57.12 56.17 1030.50 40.68 1.66 29.03 41.86 410.12 2.32
53.15 1.72 0.06 0.02 57.44 57.37 56.32 1028.19 40.73 1.66 28.98 41.91 408.60 2.32
53.17 1.73 0.06 0.02 57.62 57.47 56.39 1031.66 40.73 1.66 28.91 41.91 409.77 2.32
53.20 1.73 0.06 0.02 57.64 57.57 56.47 1028.19 40.76 1.66 28.88 41.93 411.97 2.32
53.24 1.73 0.06 0.02 57.72 57.57 56.57 1032.81 40.76 1.66 28.88 41.96 414.96 2.33
53.15 1.73 0.06 0.02 57.62 57.57 56.44 1031.66 40.73 1.66 28.83 41.93 407.19 2.32
53.18 1.73 0.06 0.02 57.57 57.57 56.47 1023.54 40.73 1.66 28.88 41.96 406.43 2.32
53.13 1.72 0.06 0.02 57.54 57.34 56.39 1151.77 40.68 1.66 28.86 41.91 416.66 2.32
53.05 1.72 0.06 0.02 57.57 57.42 56.49 1197.44 40.58 1.66 28.93 41.81 410.89 2.32
53.09 1.72 0.06 0.02 57.72 57.57 56.57 1207.36 40.56 1.66 29.01 41.78 416.82 2.31
53.04 1.72 0.06 0.02 57.59 57.27 56.37 1211.30 40.58 1.66 29.16 41.78 416.59 2.32
53.07 1.72 0.06 0.03 57.39 57.24 56.27 1215.23 40.63 1.66 29.21 41.81 410.76 2.32
53.11 1.72 0.06 0.02 57.42 57.29 56.32 1211.30 40.68 1.66 29.23 41.91 407.89 2.32
53.15 1.73 0.06 0.02 57.47 57.39 56.34 1171.27 40.71 1.66 29.23 41.91 411.12 2.32
53.16 1.73 0.06 0.02 57.52 57.34 56.37 1084.61 40.73 1.66 29.23 41.93 409.20 2.32
53.11 1.72 0.06 0.02 57.42 57.34 56.32 1070.23 40.68 1.66 29.21 41.91 412.14 2.32
52.96 1.72 0.06 0.02 57.37 57.22 56.22 1074.67 40.58 1.66 29.16 41.81 414.13 2.32
52.89 1.72 0.06 0.02 57.17 57.02 56.09 1068.00 40.53 1.66 29.16 41.73 404.36 2.31
52.85 1.72 0.06 0.02 57.14 56.99 56.06 1075.78 40.51 1.65 29.21 41.71 407.89 2.31
52.81 1.72 0.06 0.02 57.09 56.82 56.01 1072.45 40.46 1.65 29.26 41.71 415.18 2.31
52.74 1.72 0.06 0.02 56.99 56.87 55.94 1072.45 40.41 1.65 29.21 41.66 419.25 2.31
52.75 1.71 0.06 0.02 57.04 56.84 55.96 1083.51 40.38 1.65 29.18 41.66 408.40 2.31
52.73 1.71 0.06 0.02 56.97 56.72 55.91 1081.31 40.36 1.65 29.13 41.63 411.09 2.31
52.59 1.71 0.06 0.02 56.87 56.57 55.86 1075.78 40.31 1.65 29.08 41.63 411.25 2.31
52.59 1.71 0.06 0.02 56.77 56.57 55.81 1077.99 40.28 1.65 29.06 41.58 412.47 2.31
52.58 1.71 0.06 0.02 56.77 56.54 55.81 1071.34 40.28 1.65 29.06 41.61 413.22 2.31
52.57 1.71 0.06 0.02 56.77 56.54 55.79 1063.52 40.23 1.65 29.01 41.56 401.41 2.30
52.51 1.71 0.06 0.02 56.69 56.49 55.79 1073.56 40.21 1.64 28.96 41.51 414.71 2.30
52.54 1.71 0.06 0.02 56.77 56.57 55.81 1072.45 40.21 1.65 28.98 41.51 415.32 2.30
52.55 1.71 0.06 0.02 56.72 56.54 55.81 1076.89 40.21 1.65 29.03 41.56 407.38 2.30
52.57 1.71 0.06 0.02 56.79 56.57 55.84 1081.31 40.26 1.65 29.06 41.58 408.41 2.31
52.49 1.71 0.06 0.02 56.72 56.59 55.76 1069.11 40.21 1.65 29.03 41.56 401.28 2.30
52.57 1.71 0.06 0.03 56.84 56.72 55.84 1071.34 40.23 1.65 29.03 41.63 409.37 2.31
52.62 1.71 0.06 0.02 56.97 56.79 55.89 1074.67 40.26 1.65 29.03 41.66 411.37 2.31
52.57 1.71 0.06 0.02 56.97 56.82 55.86 1075.78 40.26 1.65 29.01 41.63 418.12 2.31
52.59 1.71 0.06 0.02 56.99 56.84 55.86 1071.34 40.28 1.65 28.93 41.63 410.51 2.31
52.58 1.71 0.06 0.02 57.02 56.89 55.91 1074.67 40.28 1.65 28.91 41.63 415.44 2.31
52.67 1.71 0.06 0.03 57.07 56.92 55.94 1071.34 40.31 1.65 28.91 41.66 409.32 2.31
52.68 1.71 0.06 0.03 57.17 57.07 56.01 1081.31 40.31 1.65 28.91 41.68 406.52 2.31
52.76 1.71 0.06 0.02 57.22 57.09 56.06 1082.41 40.33 1.65 28.86 41.71 416.02 2.31
52.72 1.71 0.06 0.03 57.19 57.09 56.09 1076.89 40.31 1.65 28.86 41.71 410.79 2.31
52.67 1.71 0.06 0.02 57.22 57.14 56.06 1080.20 40.31 1.65 28.83 41.71 410.69 2.31
52.70 1.71 0.06 0.02 57.24 57.12 56.04 1073.56 40.31 1.65 28.81 41.68 415.13 2.31
52.65 1.71 0.06 0.02 57.17 57.07 56.01 1077.99 40.26 1.65 28.78 41.66 405.02 2.31
52.71 1.71 0.06 0.02 57.19 57.04 56.04 1074.67 40.28 1.65 28.76 41.66 417.63 2.31
52.62 1.71 0.06 0.02 57.07 56.97 55.96 1075.78 40.23 1.65 28.73 41.63 414.03 2.31
52.60 1.71 0.06 0.02 57.04 56.89 55.91 1075.78 40.18 1.65 28.73 41.63 409.41 2.31
52.53 1.71 0.06 0.02 56.99 56.84 55.86 1076.89 40.16 1.64 28.68 41.61 405.65 2.31
52.52 1.71 0.06 0.02 56.94 56.77 55.84 1072.45 40.08 1.64 28.65 41.56 411.57 2.30
52.48 1.70 0.06 0.02 56.87 56.72 55.79 1073.56 40.08 1.64 28.65 41.56 404.67 2.30
52.43 1.70 0.06 0.02 56.77 56.62 55.74 1075.78 40.08 1.64 28.60 41.51 412.30 2.30
52.40 1.70 0.06 0.02 56.72 56.57 55.71 1073.56 40.05 1.64 28.60 41.51 413.12 2.30
52.29 1.70 0.06 0.02 56.52 56.39 55.59 1072.45 40.00 1.64 28.63 41.46 409.51 2.30
52.27 1.70 0.06 0.02 56.42 56.34 55.54 1076.89 40.00 1.64 28.63 41.43 416.03 2.30
52.18 1.70 0.06 0.02 56.32 56.19 55.51 1073.56 40.00 1.64 28.65 41.41 409.38 2.29
52.11 1.70 0.06 0.02 56.11 56.01 55.39 1074.67 39.93 1.63 28.65 41.36 419.11 2.29
52.06 1.70 0.06 0.02 56.06 55.96 55.31 1075.78 39.90 1.63 28.68 41.36 416.08 2.29
52.09 1.70 0.06 0.02 55.99 55.91 55.31 1075.78 39.90 1.63 28.70 41.36 411.52 2.29
52.17 1.70 0.06 0.02 56.01 56.01 55.34 1080.20 39.90 1.63 28.73 41.36 409.20 2.29
52.22 1.70 0.06 0.02 56.11 56.06 55.39 1072.45 39.98 1.64 28.76 41.41 411.35 2.29
52.18 1.70 0.06 0.02 56.09 56.01 55.41 1073.56 39.95 1.64 28.73 41.41 413.60 2.29
52.23 1.70 0.06 0.03 56.27 56.24 55.46 1073.56 40.00 1.64 28.76 41.43 407.29 2.29
52.36 1.70 0.06 0.03 56.47 56.44 55.64 1071.34 40.08 1.64 28.73 41.51 409.21 2.30
52.49 1.71 0.06 0.03 56.59 56.57 55.79 1071.34 40.13 1.64 28.73 41.58 414.98 2.30
52.64 1.71 0.06 0.03 56.87 56.89 55.91 1073.56 40.23 1.65 28.68 41.63 410.93 2.31
52.77 1.71 0.06 0.02 57.14 57.14 56.11 1260.50 40.33 1.65 28.65 41.76 405.50 2.31
53.17 1.73 0.06 0.02 57.17 57.14 56.37 2230.35 40.96 1.67 29.11 42.21 407.09 2.33
53.11 1.73 0.06 0.02 57.14 57.07 56.32 1635.14 40.93 1.67 29.11 42.21 404.10 2.33
53.06 1.73 0.06 0.02 56.99 56.89 56.22 1703.69 40.86 1.67 29.08 42.13 410.91 2.33
53.02 1.73 0.06 0.02 56.99 56.94 56.19 1291.33 40.86 1.67 29.11 42.11 414.61 2.33
53.04 1.73 0.06 0.02 57.04 56.92 56.19 1258.60 40.86 1.67 29.13 42.11 401.98 2.33
53.05 1.73 0.06 0.02 57.04 56.99 56.19 1266.16 40.83 1.67 29.11 42.08 419.40 2.32
53.05 1.73 0.06 0.02 57.14 57.07 56.22 1249.09 40.76 1.67 29.13 42.06 411.81 2.32
53.06 1.73 0.06 0.02 57.22 57.19 56.19 1044.29 40.73 1.66 29.16 42.01 418.99 2.32
53.05 1.73 0.06 0.02 57.27 57.19 56.19 673.76 40.73 1.66 29.16 41.98 418.40 2.32
52.91 1.72 0.06 0.02 57.12 56.99 56.06 602.79 40.61 1.66 29.11 41.86 410.08 2.31
52.71 1.72 0.06 0.02 56.84 56.79 55.86 596.83 40.43 1.65 29.03 41.76 415.91 2.31
52.69 1.72 0.06 0.02 56.82 56.74 55.86 600.81 40.51 1.66 29.13 41.76 408.78 2.31
52.69 1.72 0.06 0.02 56.79 56.74 55.86 590.81 40.51 1.66 29.21 41.83 407.52 2.31
52.69 1.72 0.06 0.02 56.79 56.77 55.89 586.76 40.53 1.66 29.23 41.86 413.53 2.32
52.71 1.72 0.06 0.02 56.82 56.77 55.86 592.82 40.61 1.66 29.31 41.93 403.20 2.32
52.75 1.72 0.06 0.02 56.79 56.74 55.89 586.76 40.63 1.66 29.31 41.98 401.59 2.32
52.74 1.73 0.06 0.02 56.79 56.74 55.84 582.68 40.66 1.66 29.31 42.01 406.17 2.32
52.73 1.73 0.06 0.02 56.77 56.77 55.86 598.82 40.63 1.66 29.33 42.01 412.10 2.32
52.77 1.73 0.06 0.02 56.79 56.77 55.91 586.76 40.61 1.66 29.38 42.03 413.00 2.32
52.73 1.72 0.06 0.02 56.77 56.69 55.84 586.76 40.61 1.66 29.31 42.01 404.49 2.32
52.67 1.72 0.06 0.02 56.69 56.67 55.81 586.76 40.58 1.66 29.26 41.98 407.65 2.32
52.63 1.72 0.06 0.02 56.64 56.62 55.79 582.68 40.53 1.66 29.26 41.96 412.48 2.32
52.62 1.72 0.06 0.02 56.59 56.54 55.79 580.63 40.51 1.66 29.26 41.93 409.64 2.32
52.64 1.72 0.06 0.02 56.62 56.64 55.81 586.76 40.53 1.66 29.26 41.93 412.75 2.32
52.65 1.72 0.06 0.02 56.67 56.62 55.81 580.63 40.53 1.66 29.26 41.96 411.73 2.32
52.62 1.72 0.06 0.02 56.57 56.57 55.79 586.76 40.53 1.66 29.23 41.93 414.11 2.32
52.65 1.72 0.06 0.02 56.59 56.62 55.84 592.82 40.56 1.66 29.26 41.93 403.97 2.32
52.68 1.72 0.06 0.02 56.62 56.62 55.84 590.81 40.56 1.66 29.26 41.98 408.35 2.32
52.68 1.72 0.06 0.02 56.62 56.54 55.86 588.78 40.61 1.66 29.28 42.01 405.14 2.32
52.67 1.72 0.06 0.02 56.64 56.64 55.89 586.76 40.61 1.66 29.26 41.98 399.82 2.32
52.71 1.72 0.06 0.02 56.67 56.64 55.89 586.76 40.63 1.66 29.31 42.03 405.97 2.32
52.72 1.72 0.06 0.02 56.62 56.62 55.91 887.55 40.63 1.66 29.31 42.08 410.89 2.32
52.74 1.72 0.06 0.02 56.64 56.62 55.96 963.54 40.66 1.66 29.31 42.08 401.57 2.32
52.74 1.73 0.06 0.02 56.64 56.64 55.96 978.28 40.66 1.66 29.28 42.08 415.67 2.32
52.80 1.73 0.06 0.02 56.67 56.69 55.99 985.56 40.68 1.66 29.26 42.08 406.22 2.32
52.80 1.73 0.06 0.02 56.69 56.69 56.01 990.39 40.68 1.66 29.23 42.08 405.28 2.32
52.80 1.72 0.06 0.02 56.69 56.64 55.99 981.93 40.68 1.66 29.21 42.08 409.72 2.32
52.76 1.72 0.06 0.02 56.64 56.67 55.94 985.56 40.63 1.66 29.13 42.03 407.02 2.32
52.73 1.72 0.06 0.02 56.62 56.62 55.94 990.39 40.63 1.66 29.11 42.01 405.67 2.32
52.73 1.72 0.06 0.02 56.64 56.59 55.96 980.71 40.63 1.66 29.13 42.03 404.76 2.32
52.71 1.72 0.06 0.02 56.62 56.57 55.96 989.18 40.61 1.66 29.13 42.01 410.73 2.32
52.71 1.72 0.06 0.02 56.62 56.62 55.99 992.79 40.61 1.66 29.11 41.96 402.58 2.32
52.69 1.72 0.06 0.02 56.57 56.57 55.96 979.50 40.61 1.66 29.11 41.98 409.44 2.32
52.69 1.72 0.06 0.02 56.59 56.54 55.94 983.14 40.61 1.66 29.11 41.96 405.05 2.32
52.63 1.72 0.06 0.02 56.57 56.57 55.91 987.98 40.58 1.66 29.08 41.98 411.84 2.32
52.62 1.72 0.06 0.02 56.54 56.54 55.94 984.35 40.56 1.66 29.06 41.93 415.92 2.32
52.66 1.72 0.06 0.02 56.54 56.52 55.91 980.71 40.56 1.66 29.08 41.93 409.55 2.32
52.65 1.72 0.06 0.02 56.54 56.44 55.91 985.56 40.53 1.66 29.11 41.93 404.12 2.32
52.67 1.72 0.06 0.02 56.57 56.57 55.89 984.35 40.53 1.66 29.08 41.91 405.25 2.32
52.69 1.72 0.06 0.02 56.67 56.64 55.96 989.18 40.58 1.66 29.13 41.93 403.50 2.32
52.70 1.72 0.06 0.02 56.64 56.62 55.96 985.56 40.56 1.66 29.13 41.93 403.68 2.32
52.71 1.72 0.06 0.02 56.64 56.64 55.96 980.71 40.58 1.66 29.18 41.93 400.48 2.32
51.88 1.70 0.06 0.02 56.14 56.19 55.29 2133.64 39.80 1.63 30.26 41.31 410.79 2.29
51.83 1.70 0.06 0.02 56.09 56.09 55.21 2139.22 39.75 1.63 30.21 41.26 419.24 2.29
52.52 1.70 0.06 0.03 57.44 57.29 56.04 758.65 40.21 1.63 29.96 41.56 413.99 2.29
52.60 1.70 0.06 0.03 57.54 57.39 55.94 760.22 40.21 1.63 29.98 41.61 417.34 2.29
52.79 1.71 0.06 0.03 57.19 57.22 55.94 763.35 40.38 1.64 30.16 41.76 417.84 2.30
52.90 1.71 0.06 0.02 57.14 57.12 56.01 394.88 40.51 1.65 30.21 41.86 413.39 2.30
53.05 1.71 0.06 0.03 57.12 57.09 55.94 388.79 40.66 1.65 30.18 41.91 413.95 2.31
53.14 1.72 0.06 0.03 57.27 57.27 56.14 388.79 40.71 1.65 30.16 41.96 406.27 2.31
53.01 1.72 0.06 0.02 57.44 57.29 56.22 382.61 40.76 1.66 30.21 41.98 410.62 2.31
53.12 1.72 0.06 0.02 57.54 57.19 56.29 346.65 40.86 1.66 30.26 42.06 407.75 2.32
53.10 1.73 0.06 0.02 57.67 57.34 56.39 360.14 40.93 1.66 30.36 42.13 418.20 2.32
53.18 1.73 0.06 0.02 57.69 57.34 56.44 360.14 41.01 1.66 30.36 42.18 412.65 2.32
53.31 1.74 0.06 0.02 57.14 57.09 56.44 1063.52 41.23 1.68 29.78 42.21 408.14 2.33
53.18 1.73 0.06 0.02 57.07 57.07 56.39 1028.19 41.13 1.67 29.73 42.11 405.15 2.33
53.15 1.73 0.06 0.02 57.07 56.97 56.29 1029.34 41.06 1.67 29.68 42.08 410.15 2.33
53.18 1.73 0.06 0.02 57.02 56.89 56.24 1029.34 41.08 1.67 29.76 42.08 403.66 2.33
53.13 1.73 0.06 0.02 56.99 56.99 56.27 1035.12 41.03 1.67 29.73 42.03 402.33 2.33
53.18 1.73 0.06 0.02 57.04 56.97 56.29 1028.19 41.03 1.67 29.78 42.06 403.26 2.33
53.12 1.73 0.06 0.02 56.94 56.92 56.22 1020.04 40.98 1.67 29.66 42.01 404.67 2.33
53.18 1.73 0.06 0.02 56.97 57.02 56.29 1030.50 41.03 1.67 29.73 42.08 401.03 2.33
53.22 1.73 0.06 0.02 56.99 56.99 56.32 1036.27 41.06 1.67 29.86 42.08 402.89 2.33
53.15 1.73 0.06 0.02 56.92 56.92 56.22 1037.42 40.98 1.67 29.81 42.03 408.12 2.33
53.13 1.73 0.06 0.02 56.87 56.87 56.24 1030.50 41.01 1.67 29.78 42.08 408.64 2.33
53.05 1.73 0.06 0.02 56.84 56.84 56.19 1030.50 40.96 1.67 29.76 42.03 407.18 2.33
52.98 1.73 0.06 0.02 56.84 56.87 56.19 1040.86 40.91 1.67 29.61 42.01 411.37 2.33
53.09 1.73 0.06 0.02 57.07 57.07 56.29 1031.66 41.01 1.67 29.68 42.08 402.07 2.33
53.08 1.73 0.06 0.02 57.07 57.02 56.32 1022.37 40.98 1.67 29.71 42.08 412.85 2.33
53.09 1.73 0.06 0.02 57.07 57.04 56.32 1027.03 41.01 1.67 29.66 42.11 407.95 2.33
53.06 1.73 0.06 0.02 57.04 57.07 56.29 991.59 40.98 1.67 29.61 42.08 407.35 2.33
53.03 1.73 0.06 0.02 57.02 56.92 56.27 989.18 40.91 1.67 29.51 42.06 405.51 2.33
53.02 1.73 0.06 0.02 57.02 57.04 56.24 986.77 40.96 1.67 29.61 42.08 408.60 2.33
53.00 1.73 0.06 0.02 56.99 56.99 56.24 995.19 40.96 1.67 29.63 42.08 406.19 2.33
52.95 1.73 0.06 0.02 56.92 56.92 56.14 979.50 40.88 1.67 29.63 42.08 404.39 2.33
52.91 1.73 0.06 0.02 56.87 56.92 56.17 984.35 40.88 1.67 29.63 42.06 404.90 2.33
52.92 1.73 0.06 0.02 56.84 56.87 56.14 984.35 40.88 1.67 29.63 42.08 405.14 2.33
52.93 1.73 0.06 0.02 56.84 56.87 56.06 969.71 40.86 1.67 29.63 42.03 406.16 2.33
52.89 1.73 0.06 0.02 56.82 56.87 56.09 975.84 40.86 1.67 29.56 42.01 403.47 2.33
52.89 1.73 0.06 0.02 56.79 56.79 56.04 984.35 40.83 1.67 29.56 42.01 400.42 2.32
52.88 1.73 0.06 0.02 56.79 56.84 56.04 979.50 40.81 1.67 29.56 41.98 409.15 2.32
52.84 1.72 0.06 0.02 56.79 56.84 56.01 981.93 40.73 1.66 29.46 41.93 411.10 2.32
52.82 1.72 0.06 0.02 56.72 56.64 55.99 980.71 40.71 1.66 29.41 41.93 404.46 2.32
52.77 1.72 0.06 0.02 56.69 56.74 55.94 989.18 40.66 1.66 29.26 41.86 406.24 2.32
52.67 1.72 0.06 0.02 56.64 56.59 55.89 989.18 40.58 1.66 29.18 41.81 401.06 2.31
52.57 1.72 0.06 0.02 56.49 56.54 55.81 989.18 40.51 1.65 29.13 41.73 403.94 2.31
52.56 1.72 0.06 0.02 56.57 56.59 55.79 985.56 40.48 1.65 29.08 41.73 401.83 2.31
52.54 1.71 0.06 0.02 56.62 56.64 55.81 990.39 40.46 1.65 29.06 41.71 401.35 2.31
52.56 1.71 0.06 0.02 56.67 56.72 55.79 989.18 40.41 1.65 28.96 41.66 408.17 2.31
52.58 1.71 0.06 0.02 56.77 56.72 55.84 989.18 40.41 1.65 28.91 41.63 411.79 2.31
52.59 1.71 0.06 0.02 56.82 56.84 55.89 984.35 40.38 1.65 28.91 41.63 406.56 2.31
52.58 1.71 0.06 0.02 56.82 56.82 55.91 983.14 40.38 1.65 28.86 41.63 406.63 2.31
52.57 1.71 0.06 0.02 56.82 56.77 55.89 989.18 40.38 1.65 28.88 41.63 404.62 2.31
52.59 1.71 0.06 0.02 56.77 56.82 55.86 978.28 40.38 1.65 28.88 41.63 402.44 2.31
52.60 1.71 0.06 0.02 56.84 56.87 55.89 983.14 40.38 1.65 28.88 41.66 407.48 2.31
52.59 1.71 0.06 0.02 56.82 56.89 55.91 987.98 40.38 1.65 28.91 41.63 410.61 2.31
52.63 1.72 0.06 0.02 56.87 56.89 55.91 980.71 40.46 1.65 29.03 41.71 413.00 2.31
52.63 1.72 0.06 0.02 56.87 56.92 55.99 987.98 40.48 1.65 29.08 41.73 405.90 2.31
52.68 1.72 0.06 0.02 56.84 56.77 55.91 987.98 40.48 1.66 29.13 41.78 404.31 2.32
52.63 1.72 0.06 0.02 56.74 56.72 55.84 987.98 40.51 1.66 29.18 41.78 404.73 2.31
52.62 1.72 0.06 0.02 56.72 56.72 55.86 978.28 40.51 1.66 29.21 41.81 405.63 2.31
52.63 1.72 0.06 0.02 56.72 56.72 55.89 981.93 40.53 1.66 29.21 41.86 405.61 2.32
52.66 1.72 0.06 0.02 56.72 56.77 55.89 984.35 40.53 1.66 29.18 41.86 407.25 2.32
52.75 1.72 0.06 0.02 56.87 56.92 55.99 996.39 40.61 1.66 29.21 41.91 412.10 2.32
52.77 1.72 0.06 0.02 56.92 56.89 55.96 983.14 40.58 1.66 29.16 41.88 401.73 2.32
52.74 1.72 0.06 0.02 56.92 56.92 55.96 986.77 40.58 1.66 29.16 41.91 407.16 2.32
52.74 1.72 0.06 0.02 56.92 56.87 55.99 990.39 40.58 1.66 29.13 41.88 403.39 2.32
52.72 1.72 0.06 0.02 56.84 56.79 55.89 984.35 40.53 1.66 29.08 41.86 405.54 2.32
52.64 1.72 0.06 0.02 56.79 56.82 55.86 981.93 40.53 1.66 29.08 41.86 413.53 2.32
52.67 1.72 0.06 0.02 56.82 56.82 55.89 990.39 40.53 1.66 29.06 41.88 406.49 2.32
52.66 1.72 0.06 0.02 56.77 56.74 55.86 977.06 40.53 1.66 29.01 41.88 407.01 2.32
52.68 1.72 0.06 0.02 56.84 56.87 55.94 985.56 40.56 1.66 28.98 41.91 403.58 2.32
52.75 1.72 0.06 0.02 56.92 56.94 55.96 984.35 40.58 1.66 29.03 41.96 407.81 2.32
52.72 1.72 0.06 0.02 56.94 56.87 56.06 985.56 40.56 1.66 29.08 41.93 403.82 2.32
52.70 1.72 0.06 0.02 56.84 56.87 55.94 989.18 40.56 1.66 29.06 41.91 404.41 2.32
52.71 1.72 0.06 0.02 56.87 56.84 55.91 984.35 40.56 1.66 29.03 41.91 402.76 2.32
52.71 1.72 0.06 0.02 56.82 56.82 55.89 981.93 40.56 1.66 29.01 41.93 406.60 2.32
52.66 1.72 0.06 0.02 56.82 56.79 55.91 980.71 40.56 1.66 29.03 41.91 405.88 2.32
52.72 1.72 0.06 0.02 56.87 56.92 55.96 991.59 40.61 1.66 29.06 41.96 400.25 2.32
52.77 1.72 0.06 0.02 56.94 56.89 56.01 981.93 40.61 1.66 29.11 41.98 405.71 2.32
52.86 1.73 0.06 0.02 57.02 57.09 56.09 968.48 40.68 1.67 29.11 42.03 409.08 2.32
52.94 1.73 0.06 0.02 57.19 57.22 56.24 985.56 40.76 1.67 29.13 42.11 407.01 2.33
52.96 1.73 0.06 0.02 57.27 57.27 56.29 981.93 40.76 1.67 29.11 42.11 399.82 2.33
53.01 1.73 0.06 0.02 57.37 57.47 56.39 989.18 40.76 1.67 29.03 42.16 412.65 2.33
53.03 1.73 0.06 0.02 57.44 57.52 56.37 987.98 40.81 1.67 29.03 42.16 413.05 2.33
53.06 1.73 0.06 0.02 57.44 57.52 56.44 992.79 40.78 1.67 28.98 42.18 408.85 2.33
53.06 1.73 0.06 0.02 57.47 57.52 56.32 985.56 40.81 1.67 28.93 42.16 411.71 2.33
52.99 1.73 0.06 0.02 57.34 57.37 56.32 984.35 40.78 1.67 28.91 42.16 403.27 2.33
53.13 1.73 0.06 0.02 57.54 57.67 56.44 987.98 40.86 1.67 28.93 42.21 404.53 2.33
53.25 1.73 0.06 0.02 57.74 57.84 56.59 991.59 40.91 1.67 28.91 42.26 405.42 2.33
53.36 1.74 0.06 0.02 57.24 57.27 56.67 1651.10 41.16 1.68 30.51 42.38 404.37 2.33
52.67 1.72 0.06 0.02 56.54 56.52 55.99 763.35 40.48 1.66 29.23 41.86 407.62 2.32
52.54 1.72 0.06 0.02 56.39 56.29 55.86 763.35 40.41 1.65 29.18 41.81 404.65 2.31
52.55 1.72 0.06 0.02 56.39 56.34 55.81 764.91 40.43 1.65 29.21 41.81 410.24 2.31
52.66 1.72 0.06 0.02 56.54 56.52 55.91 771.12 40.46 1.66 29.21 41.83 407.62 2.32
52.79 1.72 0.06 0.02 56.72 56.69 56.01 763.35 40.53 1.66 29.18 41.88 410.76 2.32
52.81 1.72 0.06 0.02 56.79 56.77 56.09 742.77 40.56 1.66 29.16 41.93 406.60 2.32
52.82 1.72 0.06 0.02 56.79 56.72 56.06 729.82 40.58 1.66 29.13 41.91 413.22 2.32
52.77 1.72 0.06 0.02 56.72 56.67 56.09 719.95 40.58 1.66 29.13 41.93 415.71 2.32
52.75 1.72 0.06 0.02 56.69 56.62 56.01 711.62 40.63 1.66 29.16 41.96 413.31 2.32
52.88 1.73 0.06 0.02 56.79 56.74 56.09 716.63 40.73 1.66 29.23 42.06 409.84 2.32
52.97 1.73 0.06 0.02 56.94 56.89 56.22 721.61 40.81 1.67 29.28 42.13 410.85 2.33
52.99 1.73 0.06 0.02 56.97 56.89 56.27 728.18 40.81 1.67 29.28 42.18 408.70 2.33
52.98 1.73 0.06 0.02 56.97 56.92 56.27 721.61 40.81 1.67 29.31 42.16 411.35 2.33
53.04 1.73 0.06 0.02 56.99 56.92 56.29 714.97 40.81 1.67 29.31 42.13 409.21 2.33
53.08 1.73 0.06 0.02 57.07 57.02 56.37 724.90 40.86 1.67 29.28 42.18 410.38 2.33
53.11 1.73 0.06 0.02 57.09 57.07 56.42 716.63 40.88 1.67 29.28 42.21 402.36 2.33
53.12 1.73 0.06 0.02 57.14 57.09 56.44 716.63 40.93 1.67 29.28 42.26 414.02 2.33
53.15 1.73 0.06 0.02 57.12 57.12 56.47 716.63 40.93 1.67 29.26 42.26 413.60 2.33
53.18 1.74 0.06 0.02 57.22 57.12 56.52 721.61 40.96 1.67 29.28 42.28 407.44 2.33
53.27 1.74 0.06 0.02 57.22 57.19 56.57 713.30 41.01 1.67 29.31 42.33 401.85 2.33
53.16 1.74 0.06 0.02 57.17 57.07 56.52 1580.26 41.03 1.67 29.41 42.36 412.62 2.33
53.00 1.73 0.06 0.02 56.89 56.82 56.32 1686.81 40.88 1.67 29.46 42.21 414.16 2.33
52.86 1.73 0.06 0.02 56.74 56.62 56.17 1697.38 40.83 1.67 29.51 42.13 413.26 2.32
52.79 1.73 0.06 0.02 56.64 56.57 56.06 1696.68 40.78 1.66 29.61 42.08 409.78 2.32
53.09 1.73 0.06 0.02 56.94 57.02 56.32 1929.44 40.96 1.67 29.73 42.23 409.85 2.33
52.85 1.73 0.06 0.02 56.72 56.64 55.96 2287.34 41.01 1.67 30.61 41.98 413.02 2.32
52.69 1.73 0.06 0.02 56.54 56.42 55.86 2277.94 40.91 1.67 30.58 41.91 407.25 2.32
52.66 1.73 0.06 0.02 56.52 56.49 55.86 2270.08 40.91 1.67 30.56 41.88 417.66 2.32
52.67 1.73 0.06 0.02 56.54 56.49 55.86 2269.55 40.93 1.67 30.53 41.91 416.20 2.32
52.68 1.73 0.06 0.02 56.54 56.54 55.86 2276.37 40.88 1.67 30.51 41.93 414.67 2.32
52.74 1.73 0.06 0.02 56.59 56.57 55.89 2275.85 40.93 1.67 30.51 41.98 418.02 2.32
52.82 1.73 0.06 0.02 56.67 56.54 55.94 2275.85 41.01 1.67 30.48 42.06 409.34 2.32
52.75 1.73 0.06 0.02 56.67 56.64 55.94 2276.37 41.03 1.67 30.41 42.08 403.30 2.33
52.80 1.73 0.06 0.02 56.67 56.64 55.94 2273.23 41.08 1.67 30.41 42.13 411.39 2.33
52.92 1.74 0.06 0.02 56.79 56.79 56.04 2281.60 41.16 1.68 30.48 42.18 411.80 2.33
52.97 1.74 0.06 0.02 56.82 56.79 56.09 2280.56 41.18 1.68 30.53 42.26 411.09 2.33
52.93 1.74 0.06 0.02 56.79 56.74 56.04 2274.80 41.13 1.68 30.46 42.21 412.28 2.33
52.97 1.74 0.06 0.02 56.84 56.82 56.06 2273.23 41.18 1.68 30.53 42.28 409.31 2.33
53.02 1.74 0.06 0.02 56.89 56.84 56.11 2267.45 41.18 1.68 30.56 42.28 409.17 2.33
52.99 1.74 0.06 0.02 56.92 56.92 56.11 2277.94 41.18 1.68 30.53 42.28 412.47 2.33
52.96 1.74 0.06 0.02 56.89 56.84 56.11 2284.21 41.18 1.68 30.56 42.31 410.22 2.33
52.98 1.74 0.06 0.02 56.84 56.87 56.14 2272.70 41.16 1.68 30.36 42.28 402.56 2.33
52.91 1.74 0.06 0.02 56.84 56.84 56.09 2277.94 41.13 1.68 30.23 42.26 411.96 2.33
52.96 1.74 0.06 0.02 56.87 56.92 56.09 2271.65 41.11 1.68 30.18 42.21 409.74 2.33
53.01 1.73 0.06 0.02 56.94 57.04 56.14 1700.89 41.06 1.67 30.08 42.18 415.40 2.33
52.93 1.73 0.06 0.02 56.94 56.94 56.14 1648.93 40.96 1.67 30.01 42.13 412.27 2.33
52.90 1.73 0.06 0.02 56.94 56.97 56.17 1648.21 40.96 1.67 29.96 42.08 405.02 2.33
⌨️ 快捷键说明
复制代码
Ctrl + C
搜索代码
Ctrl + F
全屏模式
F11
切换主题
Ctrl + Shift + D
显示快捷键
?
增大字号
Ctrl + =
减小字号
Ctrl + -