3D Surface
Rastrigin Function
Highly multimodal optimization test function with many local minima.
Output
Python
import matplotlib.pyplot as plt
import numpy as np
from matplotlib.colors import LinearSegmentedColormap
colors = ['#4927F5', '#27D3F5', '#6CF527', '#F5B027', '#F5276C']
cmap = LinearSegmentedColormap.from_list('neon_rainbow', colors, N=256)
X = np.linspace(-5, 5, 100)
Y = np.linspace(-5, 5, 100)
X, Y = np.meshgrid(X, Y)
A = 10
Z = 2*A + X**2 - A*np.cos(2*np.pi*X) + Y**2 - A*np.cos(2*np.pi*Y)
fig = plt.figure(figsize=(10, 8), facecolor='#0a0a0f')
ax = fig.add_subplot(111, projection='3d', facecolor='#0a0a0f')
surf = ax.plot_surface(X, Y, Z, cmap=cmap, linewidth=0, antialiased=True)
ax.set_xlabel('X', color='white', fontsize=10)
ax.set_ylabel('Y', color='white', fontsize=10)
ax.set_zlabel('f(x,y)', color='white', fontsize=10)
ax.set_title('Rastrigin Function', color='white', fontsize=14, fontweight='bold', pad=20)
ax.tick_params(colors='#64748b', labelsize=8)
ax.xaxis.pane.fill = False
ax.yaxis.pane.fill = False
ax.zaxis.pane.fill = False
ax.xaxis.pane.set_edgecolor('#1e293b')
ax.yaxis.pane.set_edgecolor('#1e293b')
ax.zaxis.pane.set_edgecolor('#1e293b')
ax.view_init(elev=30, azim=45)
plt.tight_layout()
plt.show()
Library
Matplotlib
Category
3D Charts
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