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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 ackley_arg0(sol):
return benchmarks.ackley(sol)[0]
fig = plt.figure()
# ax = Axes3D(fig, azim = -29, elev = 50)
ax = Axes3D(fig)
X = np.arange(-30, 30, 0.5)
Y = np.arange(-30, 30, 0.5)
X, Y = np.meshgrid(X, Y)
Z = np.zeros(X.shape)
for i in xrange(X.shape[0]):
for j in xrange(X.shape[1]):
Z[i,j] = ackley_arg0((X[i,j],Y[i,j]))
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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