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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
def bohachevsky_arg0(sol):
return benchmarks.bohachevsky(sol)[0]
fig = plt.figure()
ax = Axes3D(fig, azim = -29, elev = 50)
# ax = Axes3D(fig)
X = np.arange(-15, 15, 0.5)
Y = np.arange(-15, 15, 0.5)
X, Y = np.meshgrid(X, Y)
Z = np.fromiter(map(bohachevsky_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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