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from mpl_toolkits.mplot3d import Axes3D
from matplotlib import cm
from matplotlib.colors import LogNorm
import matplotlib.pyplot as plt
try:
import numpy as np
except:
exit()
from deap import benchmarks
#NUMMAX = 5
#A = 10 * np.random.rand(NUMMAX, 2)
#C = np.random.rand(NUMMAX)
A = [[0.5, 0.5], [0.25, 0.25], [0.25, 0.75], [0.75, 0.25], [0.75, 0.75]]
C = [0.002, 0.005, 0.005, 0.005, 0.005]
def shekel_arg0(sol):
return benchmarks.shekel(sol, A, C)[0]
fig = plt.figure()
# ax = Axes3D(fig, azim = -29, elev = 50)
ax = Axes3D(fig)
X = np.arange(0, 1, 0.01)
Y = np.arange(0, 1, 0.01)
X, Y = np.meshgrid(X, Y)
Z = np.fromiter(map(shekel_arg0, zip(X.flat,Y.flat)), dtype=np.float, count=X.shape[0]*X.shape[1]).reshape(X.shape)
ax.plot_surface(X, Y, Z, rstride=1, cstride=1, norm=LogNorm(), cmap=cm.jet, linewidth=0.2)
plt.xlabel("x")
plt.ylabel("y")
plt.show()
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