In [1]:
import numpy as np
def interval_hull(A):
result=np.array([min(A), max(A)] )
return result
In [2]:
def interval_add(x,y):
result= np.array([x[0]+y[0],x[1]+y[1]])
return result
def interval_subtract(x,y):
result= np.array([x[0]-y[1],x[1]-y[0]])
return result
def interval_multiply(x,y):
A=np.array([x[0]*y[0],x[1]*y[1],x[0]*y[1],x[1]*y[0]])
result= interval_hull(A)
return result
In [3]:
def boxweite(x):
result = (x[1]-x[0])
return result
In [4]:
def mittelpunkt(x):
result =((x[0]+x[1])/2)
return result
In [5]:
def f1(x):
res1=interval_multiply(x,x)
res2=interval_subtract(x,res1)
return res2
def f2(x):
res1=np.array([1-x[1], 1-x[0]])
res2= interval_multiply(x,res1)
return res2
def f3(x):
if x[1]<1/2:
result = np.array([x[0]-x[0]*x[0], x[1]-x[1]*x[1]])
elif x[0]>1/2:
result = np.array([x[1]-x[1]*x[1], x[0]-x[0]*x[0]])
else:
minimum= min([x[0]-x[0]*x[0], x[1]-x[1]*x[1]])
result= np.array([minimum, 1/4])
return result
In [6]:
epsilon = np.arange(0.1,30.1,0.1)
X = epsilon-10
Y = np.zeros((len(epsilon),2),dtype=np.ndarray)
for i in range(0,len(epsilon)):
Y[i]=np.array([-10,X[i]])
res_f1=np.zeros((len(epsilon),2),dtype=np.ndarray)
for i in range (0,len(epsilon)):
res_f1[i]=f1(Y[i])
res_f2=np.zeros((len(epsilon),2),dtype=np.ndarray)
for i in range (0,len(epsilon)):
res_f2[i]=f2(Y[i])
res_f3=np.zeros((len(epsilon),2),dtype=np.ndarray)
for i in range (0,len(epsilon)):
res_f3[i]=f3(Y[i])
boxweite_f1=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
boxweite_f1[i]=boxweite(res_f1[i])
boxweite_f2=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
boxweite_f2[i]=boxweite(res_f2[i])
boxweite_f3=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
boxweite_f3[i]=boxweite(res_f3[i])
import matplotlib.pyplot as plt
plt.figure(figsize=(10,10))
plt.plot(epsilon, boxweite_f1)
plt.plot(epsilon, boxweite_f2)
plt.plot(epsilon, boxweite_f3)
plt.show()
In [7]:
mitte_f1=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
mitte_f1[i]=mittelpunkt(res_f1[i])
mitte_f2=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
mitte_f2[i]=mittelpunkt(res_f2[i])
mitte_f3=np.zeros(len(epsilon))
for i in range (0,len(epsilon)):
mitte_f3[i]=mittelpunkt(res_f3[i])
import matplotlib.pyplot as plt
plt.figure(figsize=(10,10))
plt.plot(epsilon, mitte_f1)
plt.plot(epsilon, mitte_f2)
plt.plot(epsilon, mitte_f3)
plt.show()
In [8]:
print(res_f1)
[[-110.0 -107.91000000000001]
[-110.0 -105.84000000000002]
[-110.0 -103.78999999999999]
[-110.0 -101.75999999999999]
[-110.0 -99.75]
[-110.0 -97.76000000000002]
[-110.0 -95.79]
[-110.0 -93.83999999999999]
[-110.0 -91.90999999999998]
[-110.0 -90.0]
[-110.0 -88.11000000000001]
[-110.0 -86.24000000000001]
[-110.0 -84.38999999999999]
[-110.0 -82.55999999999999]
[-110.0 -80.75]
[-110.0 -78.96000000000001]
[-110.0 -77.19000000000001]
[-110.0 -75.44]
[-110.0 -73.71]
[-110.0 -72.0]
[-110.0 -70.31]
[-110.0 -68.64]
[-110.0 -66.99]
[-110.0 -65.36]
[-110.0 -63.75]
[-110.0 -62.160000000000004]
[-110.0 -60.589999999999996]
[-110.0 -59.03999999999999]
[-110.0 -57.51]
[-110.0 -56.0]
[-110.0 -54.510000000000005]
[-110.0 -53.03999999999999]
[-110.0 -51.58999999999999]
[-110.0 -50.16]
[-110.0 -48.75]
[-110.0 -47.36000000000001]
[-110.0 -45.989999999999995]
[-110.0 -44.639999999999986]
[-110.0 -43.309999999999995]
[-110.0 -42.0]
[-110.0 -40.71]
[-110.0 -39.44]
[-110.0 -38.190000000000005]
[-110.0 -36.96000000000001]
[-110.0 -35.75]
[-110.0 -34.56]
[-110.0 -33.39]
[-110.0 -32.24]
[-110.0 -31.11]
[-110.0 -30.0]
[-110.0 -28.910000000000004]
[-110.0 -27.84]
[-110.0 -26.790000000000003]
[-110.0 -25.759999999999998]
[-110.0 -24.75]
[-110.0 -23.760000000000005]
[-110.0 -22.79]
[-110.0 -21.84]
[-110.0 -20.909999999999997]
[-110.0 -20.0]
[-110.0 -19.110000000000003]
[-110.0 -18.24]
[-110.0 -17.39]
[-110.0 -16.559999999999995]
[-110.0 -15.75]
[-110.0 -14.960000000000003]
[-110.0 -14.189999999999998]
[-110.0 -13.440000000000001]
[-110.0 -12.709999999999997]
[-110.0 -12.0]
[-110.0 -11.310000000000002]
[-110.0 -10.639999999999999]
[-110.0 -9.990000000000002]
[-110.0 -9.359999999999998]
[-110.0 -8.75]
[-110.0 -8.160000000000002]
[-110.0 -7.589999999999999]
[-110.0 -7.040000000000001]
[-110.0 -6.509999999999998]
[-110.0 -6.0]
[-110.0 -5.510000000000002]
[-110.0 -5.040000000000003]
[-110.0 -4.589999999999996]
[-110.0 -4.159999999999998]
[-110.0 -3.75]
[-110.0 -3.360000000000001]
[-110.0 -2.990000000000003]
[-110.0 -2.639999999999998]
[-110.0 -2.3099999999999987]
[-110.0 -2.0]
[-110.0 -1.7100000000000009]
[-110.0 -1.4400000000000017]
[-110.0 -1.1899999999999982]
[-110.0 -0.9599999999999993]
[-110.0 -0.75]
[-110.0 -0.5600000000000006]
[-110.0 -0.3899999999999983]
[-110.0 -0.239999999999999]
[-110.0 -0.10999999999999957]
[-110.0 0.0]
[-110.0 1.099999999999996]
[-110.0 2.2000000000000117]
[-110.0 3.300000000000008]
[-110.0 4.400000000000004]
[-110.0 5.5]
[-110.0 6.599999999999996]
[-110.0 7.700000000000012]
[-110.0 8.800000000000008]
[-110.0 9.900000000000004]
[-110.0 11.0]
[-110.0 12.099999999999996]
[-110.0 13.200000000000012]
[-110.0 14.300000000000008]
[-110.0 15.400000000000004]
[-110.0 16.5]
[-110.0 17.599999999999994]
[-110.0 18.70000000000001]
[-110.0 19.800000000000008]
[-110.0 20.900000000000006]
[-110.0 22.0]
[-110.0 23.099999999999994]
[-110.0 24.20000000000001]
[-110.0 25.300000000000008]
[-110.0 26.400000000000006]
[-110.0 27.5]
[-110.0 28.599999999999994]
[-110.0 29.70000000000001]
[-110.0 30.800000000000008]
[-110.0 31.900000000000006]
[-110.0 33.0]
[-110.0 34.099999999999994]
[-110.0 35.20000000000002]
[-110.0 36.30000000000001]
[-110.0 37.4]
[-110.0 38.5]
[-110.0 39.6]
[-110.0 40.70000000000002]
[-110.0 41.80000000000001]
[-110.0 42.9]
[-110.0 44.0]
[-110.0 45.1]
[-110.0 46.20000000000002]
[-110.0 47.30000000000001]
[-110.0 48.4]
[-110.0 49.5]
[-110.0 50.6]
[-110.0 51.70000000000002]
[-110.0 52.80000000000001]
[-110.0 53.9]
[-110.0 55.0]
[-110.0 56.1]
[-110.0 57.20000000000002]
[-110.0 58.30000000000001]
[-110.0 59.4]
[-110.0 60.5]
[-110.0 61.6]
[-110.0 62.70000000000002]
[-110.0 63.80000000000001]
[-110.0 64.9]
[-110.0 66.0]
[-110.0 67.10000000000002]
[-110.0 68.20000000000003]
[-110.0 69.30000000000001]
[-110.0 70.40000000000003]
[-110.0 71.50000000000003]
[-110.0 72.60000000000002]
[-110.0 73.70000000000003]
[-110.0 74.8]
[-110.0 75.90000000000003]
[-110.0 77.00000000000003]
[-110.0 78.10000000000002]
[-110.0 79.20000000000003]
[-110.0 80.3]
[-110.0 81.40000000000003]
[-110.0 82.50000000000003]
[-110.0 83.60000000000002]
[-110.0 84.70000000000003]
[-110.0 85.8]
[-110.0 86.90000000000003]
[-110.0 88.00000000000003]
[-110.0 89.10000000000002]
[-110.0 90.20000000000003]
[-110.0 91.3]
[-110.0 92.40000000000003]
[-110.0 93.50000000000003]
[-110.0 94.60000000000002]
[-110.0 95.70000000000003]
[-110.0 96.8]
[-110.0 97.90000000000003]
[-110.0 99.00000000000003]
[-110.0 100.10000000000002]
[-110.0 101.20000000000003]
[-110.0 102.30000000000004]
[-110.0 103.40000000000003]
[-110.0 104.50000000000003]
[-110.0 105.60000000000002]
[-110.0 106.70000000000003]
[-110.0 107.80000000000004]
[-110.0 108.90000000000003]
[-110.00000000000007 110.00000000000003]
[-112.01000000000003 111.10000000000002]
[-114.04000000000006 112.20000000000003]
[-116.09000000000009 113.30000000000004]
[-118.16000000000004 114.40000000000003]
[-120.25000000000007 115.50000000000003]
[-122.36000000000003 116.60000000000002]
[-124.49000000000007 117.70000000000003]
[-126.64000000000009 118.80000000000004]
[-128.81000000000006 119.90000000000003]
[-131.00000000000009 121.00000000000003]
[-133.21000000000004 122.10000000000002]
[-135.44000000000005 123.20000000000003]
[-137.6900000000001 124.30000000000004]
[-139.96000000000004 125.40000000000003]
[-142.25000000000009 126.50000000000003]
[-144.56000000000003 127.60000000000002]
[-146.89000000000007 128.70000000000005]
[-149.2400000000001 129.80000000000004]
[-151.61000000000004 130.90000000000003]
[-154.00000000000009 132.00000000000003]
[-156.41000000000003 133.10000000000002]
[-158.84000000000006 134.20000000000005]
[-161.2900000000001 135.30000000000004]
[-163.76000000000005 136.40000000000003]
[-166.25000000000009 137.50000000000003]
[-168.76000000000005 138.60000000000002]
[-171.29000000000008 139.70000000000005]
[-173.84000000000012 140.80000000000007]
[-176.41000000000005 141.90000000000003]
[-179.00000000000009 143.00000000000003]
[-181.61000000000004 144.1]
[-184.24000000000007 145.20000000000005]
[-186.8900000000001 146.30000000000007]
[-189.56000000000006 147.40000000000003]
[-192.25000000000009 148.50000000000003]
[-194.96000000000004 149.6]
[-197.69000000000008 150.70000000000005]
[-200.4400000000001 151.80000000000007]
[-203.21000000000006 152.90000000000003]
[-206.0000000000001 154.00000000000003]
[-208.81000000000003 155.1]
[-211.64000000000007 156.20000000000005]
[-214.49000000000012 157.30000000000007]
[-217.36000000000007 158.40000000000003]
[-220.2500000000001 159.50000000000003]
[-223.16000000000005 160.6]
[-226.0900000000001 161.70000000000005]
[-229.04000000000013 162.80000000000007]
[-232.01000000000008 163.90000000000003]
[-235.0000000000001 165.00000000000003]
[-238.01000000000005 166.1]
[-241.04000000000008 167.20000000000005]
[-244.09000000000012 168.30000000000007]
[-247.16000000000005 169.40000000000003]
[-250.2500000000001 170.50000000000003]
[-253.36000000000004 171.6]
[-256.4900000000001 172.70000000000005]
[-259.6400000000001 173.80000000000007]
[-262.81000000000006 174.90000000000003]
[-266.0000000000001 176.00000000000003]
[-269.21000000000004 177.1]
[-272.4400000000001 178.20000000000005]
[-275.6900000000001 179.30000000000007]
[-278.9600000000001 180.40000000000003]
[-282.2500000000001 181.50000000000003]
[-285.56000000000006 182.6]
[-288.8900000000001 183.70000000000005]
[-292.2400000000001 184.80000000000007]
[-295.61000000000007 185.90000000000003]
[-299.0000000000001 187.00000000000003]
[-302.41 188.1]
[-305.8400000000001 189.20000000000005]
[-309.29000000000013 190.30000000000007]
[-312.76000000000005 191.40000000000003]
[-316.2500000000001 192.50000000000003]
[-319.76000000000005 193.6]
[-323.2900000000001 194.70000000000005]
[-326.84000000000015 195.80000000000007]
[-330.4100000000001 196.90000000000003]
[-334.0000000000001 198.00000000000003]
[-337.61000000000007 199.1]
[-341.2400000000001 200.20000000000005]
[-344.89000000000016 201.30000000000007]
[-348.56000000000006 202.40000000000003]
[-352.2500000000001 203.50000000000003]
[-355.96000000000004 204.6]
[-359.6900000000001 205.70000000000005]
[-363.44000000000017 206.80000000000007]
[-367.2100000000001 207.90000000000003]
[-371.0000000000001 209.00000000000003]
[-374.81000000000006 210.1]
[-378.6400000000001 211.20000000000005]
[-382.4900000000002 212.30000000000007]
[-386.36000000000007 213.40000000000003]
[-390.2500000000001 214.50000000000003]
[-394.1600000000001 215.6]
[-398.0900000000001 216.70000000000005]
[-402.0400000000002 217.80000000000007]
[-406.0100000000001 218.90000000000003]
[-410.00000000000017 220.00000000000003]]
In [9]:
print(res_f2)
[[-110.0 -107.91000000000001]
[-110.0 -105.84000000000002]
[-110.0 -103.78999999999999]
[-110.0 -101.75999999999999]
[-110.0 -99.75]
[-110.0 -97.76]
[-110.0 -95.79000000000002]
[-110.0 -93.83999999999999]
[-110.0 -91.91]
[-110.0 -90.0]
[-110.0 -88.11000000000001]
[-110.0 -86.24000000000001]
[-110.0 -84.38999999999999]
[-110.0 -82.55999999999999]
[-110.0 -80.75]
[-110.0 -78.96000000000001]
[-110.0 -77.19000000000001]
[-110.0 -75.43999999999998]
[-110.0 -73.71]
[-110.0 -72.0]
[-110.0 -70.31]
[-110.0 -68.64]
[-110.0 -66.99]
[-110.0 -65.36]
[-110.0 -63.75]
[-110.0 -62.160000000000004]
[-110.0 -60.59]
[-110.0 -59.03999999999999]
[-110.0 -57.51]
[-110.0 -56.0]
[-110.0 -54.510000000000005]
[-110.0 -53.04]
[-110.0 -51.58999999999999]
[-110.0 -50.16]
[-110.0 -48.75]
[-110.0 -47.36000000000001]
[-110.0 -45.989999999999995]
[-110.0 -44.63999999999999]
[-110.0 -43.309999999999995]
[-110.0 -42.0]
[-110.0 -40.71000000000001]
[-110.0 -39.44]
[-110.0 -38.190000000000005]
[-110.0 -36.96000000000001]
[-110.0 -35.75]
[-110.0 -34.56]
[-110.0 -33.39]
[-110.0 -32.24]
[-110.0 -31.109999999999996]
[-110.0 -30.0]
[-110.0 -28.910000000000004]
[-110.0 -27.84]
[-110.0 -26.790000000000003]
[-110.0 -25.759999999999998]
[-110.0 -24.75]
[-110.0 -23.760000000000005]
[-110.0 -22.79]
[-110.0 -21.840000000000003]
[-110.0 -20.909999999999997]
[-110.0 -20.0]
[-110.0 -19.110000000000003]
[-110.0 -18.24]
[-110.0 -17.39]
[-110.0 -16.56]
[-110.0 -15.75]
[-110.0 -14.960000000000003]
[-110.0 -14.19]
[-110.0 -13.440000000000001]
[-110.0 -12.709999999999997]
[-110.0 -12.0]
[-110.0 -11.310000000000002]
[-110.0 -10.639999999999999]
[-110.0 -9.990000000000002]
[-110.0 -9.359999999999998]
[-110.0 -8.75]
[-110.0 -8.160000000000002]
[-110.0 -7.589999999999999]
[-110.0 -7.040000000000001]
[-110.0 -6.509999999999998]
[-110.0 -6.0]
[-110.0 -5.510000000000002]
[-110.0 -5.040000000000004]
[-110.0 -4.589999999999997]
[-110.0 -4.159999999999998]
[-110.0 -3.75]
[-110.0 -3.360000000000001]
[-110.0 -2.9900000000000024]
[-110.0 -2.6399999999999975]
[-110.0 -2.3099999999999987]
[-110.0 -2.0]
[-110.0 -1.710000000000001]
[-110.0 -1.440000000000002]
[-110.0 -1.1899999999999984]
[-110.0 -0.9599999999999992]
[-110.0 -0.75]
[-110.0 -0.5600000000000006]
[-110.0 -0.3899999999999983]
[-110.0 -0.239999999999999]
[-110.0 -0.10999999999999957]
[-110.0 0.0]
[-110.0 1.099999999999996]
[-110.0 2.2000000000000117]
[-110.0 3.300000000000008]
[-110.0 4.400000000000004]
[-110.0 5.5]
[-110.0 6.599999999999996]
[-110.0 7.700000000000012]
[-110.0 8.800000000000008]
[-110.0 9.900000000000004]
[-110.0 11.0]
[-110.0 12.099999999999996]
[-110.0 13.200000000000012]
[-110.0 14.300000000000008]
[-110.0 15.400000000000004]
[-110.0 16.5]
[-110.0 17.599999999999994]
[-110.0 18.70000000000001]
[-110.0 19.800000000000008]
[-110.0 20.900000000000006]
[-110.0 22.0]
[-110.0 23.099999999999994]
[-110.0 24.20000000000001]
[-110.0 25.300000000000008]
[-110.0 26.400000000000006]
[-110.0 27.5]
[-110.0 28.599999999999994]
[-110.0 29.70000000000001]
[-110.0 30.800000000000008]
[-110.0 31.900000000000006]
[-110.0 33.0]
[-110.0 34.099999999999994]
[-110.0 35.20000000000001]
[-110.0 36.30000000000001]
[-110.0 37.400000000000006]
[-110.0 38.5]
[-110.0 39.599999999999994]
[-110.0 40.70000000000001]
[-110.0 41.80000000000001]
[-110.0 42.900000000000006]
[-110.0 44.0]
[-110.0 45.099999999999994]
[-110.0 46.20000000000001]
[-110.0 47.30000000000001]
[-110.0 48.400000000000006]
[-110.0 49.5]
[-110.0 50.599999999999994]
[-110.0 51.70000000000001]
[-110.0 52.80000000000001]
[-110.0 53.900000000000006]
[-110.0 55.0]
[-110.0 56.099999999999994]
[-110.0 57.20000000000001]
[-110.0 58.30000000000001]
[-110.0 59.400000000000006]
[-110.0 60.5]
[-110.0 61.599999999999994]
[-110.0 62.70000000000001]
[-110.0 63.80000000000001]
[-110.0 64.9]
[-110.0 66.0]
[-110.0 67.10000000000002]
[-110.0 68.20000000000003]
[-110.0 69.30000000000001]
[-110.0 70.40000000000002]
[-110.0 71.50000000000004]
[-110.0 72.60000000000002]
[-110.0 73.70000000000003]
[-110.0 74.80000000000001]
[-110.0 75.90000000000002]
[-110.0 77.00000000000004]
[-110.0 78.10000000000002]
[-110.0 79.20000000000003]
[-110.0 80.30000000000001]
[-110.0 81.40000000000002]
[-110.0 82.50000000000004]
[-110.0 83.60000000000002]
[-110.0 84.70000000000003]
[-110.0 85.80000000000001]
[-110.0 86.90000000000002]
[-110.0 88.00000000000004]
[-110.0 89.10000000000002]
[-110.0 90.20000000000003]
[-110.0 91.30000000000001]
[-110.0 92.40000000000002]
[-110.0 93.50000000000004]
[-110.0 94.60000000000002]
[-110.0 95.70000000000003]
[-110.0 96.80000000000001]
[-110.0 97.90000000000002]
[-110.0 99.00000000000004]
[-110.0 100.10000000000002]
[-110.0 101.20000000000003]
[-110.0 102.30000000000004]
[-110.0 103.40000000000002]
[-110.0 104.50000000000004]
[-110.0 105.60000000000002]
[-110.0 106.70000000000003]
[-110.0 107.80000000000004]
[-110.0 108.90000000000002]
[-110.0 110.00000000000004]
[-110.0 111.10000000000002]
[-110.0 112.20000000000003]
[-110.0 113.30000000000004]
[-110.0 114.40000000000002]
[-110.0 115.50000000000004]
[-110.0 116.60000000000002]
[-110.0 117.70000000000003]
[-110.0 118.80000000000004]
[-110.0 119.90000000000002]
[-110.00000000000007 121.00000000000004]
[-112.11000000000003 122.10000000000002]
[-114.24000000000007 123.20000000000003]
[-116.39000000000009 124.30000000000004]
[-118.56000000000004 125.40000000000002]
[-120.75000000000009 126.50000000000004]
[-122.96000000000004 127.60000000000002]
[-125.19000000000007 128.70000000000005]
[-127.4400000000001 129.80000000000004]
[-129.71000000000004 130.90000000000003]
[-132.00000000000009 132.00000000000003]
[-134.31000000000003 133.10000000000002]
[-136.64000000000007 134.20000000000005]
[-138.9900000000001 135.30000000000004]
[-141.36000000000004 136.40000000000003]
[-143.75000000000009 137.50000000000003]
[-146.16000000000003 138.60000000000002]
[-148.59000000000006 139.70000000000005]
[-151.0400000000001 140.80000000000004]
[-153.51000000000005 141.90000000000003]
[-156.00000000000009 143.00000000000003]
[-158.51000000000005 144.10000000000002]
[-161.04000000000008 145.20000000000005]
[-163.59000000000012 146.30000000000004]
[-166.16000000000005 147.40000000000003]
[-168.75000000000009 148.50000000000003]
[-171.36000000000004 149.60000000000002]
[-173.99000000000007 150.70000000000005]
[-176.6400000000001 151.80000000000004]
[-179.31000000000006 152.90000000000003]
[-182.00000000000009 154.00000000000003]
[-184.71000000000004 155.10000000000002]
[-187.44000000000008 156.20000000000005]
[-190.1900000000001 157.30000000000004]
[-192.96000000000006 158.40000000000003]
[-195.7500000000001 159.50000000000003]
[-198.56000000000003 160.60000000000002]
[-201.39000000000007 161.70000000000005]
[-204.24000000000012 162.80000000000004]
[-207.11000000000007 163.90000000000003]
[-210.0000000000001 165.00000000000003]
[-212.91000000000005 166.10000000000002]
[-215.8400000000001 167.20000000000005]
[-218.79000000000013 168.30000000000004]
[-221.76000000000008 169.40000000000003]
[-224.7500000000001 170.50000000000003]
[-227.76000000000005 171.60000000000002]
[-230.79000000000008 172.70000000000005]
[-233.84000000000012 173.80000000000004]
[-236.91000000000005 174.90000000000003]
[-240.0000000000001 176.00000000000003]
[-243.11000000000004 177.10000000000002]
[-246.2400000000001 178.20000000000005]
[-249.39000000000013 179.30000000000004]
[-252.56000000000006 180.40000000000003]
[-255.7500000000001 181.50000000000003]
[-258.96000000000004 182.60000000000002]
[-262.1900000000001 183.70000000000005]
[-265.4400000000001 184.80000000000004]
[-268.7100000000001 185.90000000000003]
[-272.0000000000001 187.00000000000003]
[-275.31000000000006 188.10000000000002]
[-278.6400000000001 189.20000000000005]
[-281.9900000000001 190.30000000000004]
[-285.36000000000007 191.40000000000003]
[-288.7500000000001 192.50000000000003]
[-292.16 193.60000000000002]
[-295.5900000000001 194.70000000000005]
[-299.04000000000013 195.80000000000004]
[-302.51000000000005 196.90000000000003]
[-306.0000000000001 198.00000000000003]
[-309.51000000000005 199.10000000000002]
[-313.0400000000001 200.20000000000005]
[-316.59000000000015 201.30000000000004]
[-320.1600000000001 202.40000000000003]
[-323.7500000000001 203.50000000000003]
[-327.36000000000007 204.60000000000002]
[-330.9900000000001 205.70000000000005]
[-334.64000000000016 206.80000000000004]
[-338.31000000000006 207.90000000000003]
[-342.0000000000001 209.00000000000003]
[-345.71000000000004 210.10000000000002]
[-349.4400000000001 211.20000000000005]
[-353.19000000000017 212.30000000000004]
[-356.9600000000001 213.40000000000003]
[-360.7500000000001 214.50000000000003]
[-364.56000000000006 215.60000000000002]
[-368.3900000000001 216.70000000000005]
[-372.2400000000002 217.80000000000004]
[-376.11000000000007 218.90000000000003]
[-380.0000000000001 220.00000000000003]]
In [10]:
print(boxweite_f2)
[ 2.09 4.16 6.21 8.24 10.25 12.24 14.21 16.16 18.09
20. 21.89 23.76 25.61 27.44 29.25 31.04 32.81 34.56
36.29 38. 39.69 41.36 43.01 44.64 46.25 47.84 49.41
50.96 52.49 54. 55.49 56.96 58.41 59.84 61.25 62.64
64.01 65.36 66.69 68. 69.29 70.56 71.81 73.04 74.25
75.44 76.61 77.76 78.89 80. 81.09 82.16 83.21 84.24
85.25 86.24 87.21 88.16 89.09 90. 90.89 91.76 92.61
93.44 94.25 95.04 95.81 96.56 97.29 98. 98.69 99.36
100.01 100.64 101.25 101.84 102.41 102.96 103.49 104. 104.49
104.96 105.41 105.84 106.25 106.64 107.01 107.36 107.69 108.
108.29 108.56 108.81 109.04 109.25 109.44 109.61 109.76 109.89
110. 111.1 112.2 113.3 114.4 115.5 116.6 117.7 118.8
119.9 121. 122.1 123.2 124.3 125.4 126.5 127.6 128.7
129.8 130.9 132. 133.1 134.2 135.3 136.4 137.5 138.6
139.7 140.8 141.9 143. 144.1 145.2 146.3 147.4 148.5
149.6 150.7 151.8 152.9 154. 155.1 156.2 157.3 158.4
159.5 160.6 161.7 162.8 163.9 165. 166.1 167.2 168.3
169.4 170.5 171.6 172.7 173.8 174.9 176. 177.1 178.2
179.3 180.4 181.5 182.6 183.7 184.8 185.9 187. 188.1
189.2 190.3 191.4 192.5 193.6 194.7 195.8 196.9 198.
199.1 200.2 201.3 202.4 203.5 204.6 205.7 206.8 207.9
209. 210.1 211.2 212.3 213.4 214.5 215.6 216.7 217.8
218.9 220. 221.1 222.2 223.3 224.4 225.5 226.6 227.7
228.8 229.9 231. 234.21 237.44 240.69 243.96 247.25 250.56
253.89 257.24 260.61 264. 267.41 270.84 274.29 277.76 281.25
284.76 288.29 291.84 295.41 299. 302.61 306.24 309.89 313.56
317.25 320.96 324.69 328.44 332.21 336. 339.81 343.64 347.49
351.36 355.25 359.16 363.09 367.04 371.01 375. 379.01 383.04
387.09 391.16 395.25 399.36 403.49 407.64 411.81 416. 420.21
424.44 428.69 432.96 437.25 441.56 445.89 450.24 454.61 459.
463.41 467.84 472.29 476.76 481.25 485.76 490.29 494.84 499.41
504. 508.61 513.24 517.89 522.56 527.25 531.96 536.69 541.44
546.21 551. 555.81 560.64 565.49 570.36 575.25 580.16 585.09
590.04 595.01 600. ]
In [11]:
print(boxweite_f1)
[ 2.09 4.16 6.21 8.24 10.25 12.24 14.21 16.16 18.09
20. 21.89 23.76 25.61 27.44 29.25 31.04 32.81 34.56
36.29 38. 39.69 41.36 43.01 44.64 46.25 47.84 49.41
50.96 52.49 54. 55.49 56.96 58.41 59.84 61.25 62.64
64.01 65.36 66.69 68. 69.29 70.56 71.81 73.04 74.25
75.44 76.61 77.76 78.89 80. 81.09 82.16 83.21 84.24
85.25 86.24 87.21 88.16 89.09 90. 90.89 91.76 92.61
93.44 94.25 95.04 95.81 96.56 97.29 98. 98.69 99.36
100.01 100.64 101.25 101.84 102.41 102.96 103.49 104. 104.49
104.96 105.41 105.84 106.25 106.64 107.01 107.36 107.69 108.
108.29 108.56 108.81 109.04 109.25 109.44 109.61 109.76 109.89
110. 111.1 112.2 113.3 114.4 115.5 116.6 117.7 118.8
119.9 121. 122.1 123.2 124.3 125.4 126.5 127.6 128.7
129.8 130.9 132. 133.1 134.2 135.3 136.4 137.5 138.6
139.7 140.8 141.9 143. 144.1 145.2 146.3 147.4 148.5
149.6 150.7 151.8 152.9 154. 155.1 156.2 157.3 158.4
159.5 160.6 161.7 162.8 163.9 165. 166.1 167.2 168.3
169.4 170.5 171.6 172.7 173.8 174.9 176. 177.1 178.2
179.3 180.4 181.5 182.6 183.7 184.8 185.9 187. 188.1
189.2 190.3 191.4 192.5 193.6 194.7 195.8 196.9 198.
199.1 200.2 201.3 202.4 203.5 204.6 205.7 206.8 207.9
209. 210.1 211.2 212.3 213.4 214.5 215.6 216.7 217.8
218.9 220. 223.11 226.24 229.39 232.56 235.75 238.96 242.19
245.44 248.71 252. 255.31 258.64 261.99 265.36 268.75 272.16
275.59 279.04 282.51 286. 289.51 293.04 296.59 300.16 303.75
307.36 310.99 314.64 318.31 322. 325.71 329.44 333.19 336.96
340.75 344.56 348.39 352.24 356.11 360. 363.91 367.84 371.79
375.76 379.75 383.76 387.79 391.84 395.91 400. 404.11 408.24
412.39 416.56 420.75 424.96 429.19 433.44 437.71 442. 446.31
450.64 454.99 459.36 463.75 468.16 472.59 477.04 481.51 486.
490.51 495.04 499.59 504.16 508.75 513.36 517.99 522.64 527.31
532. 536.71 541.44 546.19 550.96 555.75 560.56 565.39 570.24
575.11 580. 584.91 589.84 594.79 599.76 604.75 609.76 614.79
619.84 624.91 630. ]
In [12]:
print(boxweite_f3)
[ 2.09 4.16 6.21 8.24 10.25 12.24 14.21 16.16 18.09
20. 21.89 23.76 25.61 27.44 29.25 31.04 32.81 34.56
36.29 38. 39.69 41.36 43.01 44.64 46.25 47.84 49.41
50.96 52.49 54. 55.49 56.96 58.41 59.84 61.25 62.64
64.01 65.36 66.69 68. 69.29 70.56 71.81 73.04 74.25
75.44 76.61 77.76 78.89 80. 81.09 82.16 83.21 84.24
85.25 86.24 87.21 88.16 89.09 90. 90.89 91.76 92.61
93.44 94.25 95.04 95.81 96.56 97.29 98. 98.69 99.36
100.01 100.64 101.25 101.84 102.41 102.96 103.49 104. 104.49
104.96 105.41 105.84 106.25 106.64 107.01 107.36 107.69 108.
108.29 108.56 108.81 109.04 109.25 109.44 109.61 109.76 109.89
110. 110.09 110.16 110.21 110.24 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25 110.25
110.25 110.25 110.25 112.36 114.49 116.64 118.81 121. 123.21
125.44 127.69 129.96 132.25 134.56 136.89 139.24 141.61 144.
146.41 148.84 151.29 153.76 156.25 158.76 161.29 163.84 166.41
169. 171.61 174.24 176.89 179.56 182.25 184.96 187.69 190.44
193.21 196. 198.81 201.64 204.49 207.36 210.25 213.16 216.09
219.04 222.01 225. 228.01 231.04 234.09 237.16 240.25 243.36
246.49 249.64 252.81 256. 259.21 262.44 265.69 268.96 272.25
275.56 278.89 282.24 285.61 289. 292.41 295.84 299.29 302.76
306.25 309.76 313.29 316.84 320.41 324. 327.61 331.24 334.89
338.56 342.25 345.96 349.69 353.44 357.21 361. 364.81 368.64
372.49 376.36 380.25]
Content source: MBelica/Globale-Optimierung-SS2017
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