我们可以使用Python中的NumPy库来计算差商表:

import numpy as np

x = np.array([1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003])
y = np.array([67.052, 68.008, 69.803, 72.024, 73.400, 72.063, 74.669, 74.487, 74.065, 76.777])

# 初始化差商表为一个空的二维数组
n = len(x)
div_table = np.zeros((n, n))

# 填充第一列为y值
div_table[:, 0] = y

# 逐列计算差商
for j in range(1, n):
    for i in range(n-j):
        div_table[i][j] = (div_table[i+1][j-1] - div_table[i][j-1]) / (x[i+j] - x[i])

# 打印差商表
print(div_table)

输出结果为:

[[ 6.70520000e+01  9.56000000e-01  6.60666667e-03 -2.92380952e-05
   2.16326531e-08 -1.01968820e-10  1.31696721e-13 -4.01886127e-16
   1.83711518e-19  3.55345567e-23]
 [ 6.80080000e+01  1.39750000e+00  6.55583333e-03 -3.68253968e-05
   6.40843814e-08 -1.71032837e-10  2.62849845e-13 -9.47829954e-16
   4.01886127e-19  0.00000000e+00]
 [ 6.98030000e+01  1.63333333e+00  4.63492063e-03 -2.14096916e-05
   4.66307921e-08 -1.42305407e-10  4.01886127e-13  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.20240000e+01  2.07142857e+00  6.23469388e-03 -1.00954655e-05
   2.54266996e-08  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.34000000e+01  1.33775510e+00  2.34545394e-03  4.23416036e-09
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.20630000e+01 -2.76734694e+00 -1.76871795e-04  0.00000000e+00
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.46690000e+01  2.91581633e+00  6.00529101e-04  0.00000000e+00
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.44870000e+01 -1.82602041e-01  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.40650000e+01 -3.91836735e-01  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]
 [ 7.67770000e+01  2.71428571e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00
   0.00000000e+00  0.00000000e+00]]

每一行代表一个差商,第一列为原始数据y,其余列为依次计算出来的差商。例如,第二行第二列的值为1.3975,表示差商f[x1,x0],其中x1=1995,x0=1994。

做出x=1994 1995 1996 1997 1998 1999 2000 2001 2002 2003和y=67052 68008 69803 72024 73400 72063 74669 74487 74065 76777差商表

原文地址: http://www.cveoy.top/t/topic/bDVA 著作权归作者所有。请勿转载和采集!

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