Himmelblau Multimodal Trisurf

import matplotlib.pyplot as plt
import numpy as np
from matplotlib.colors import LinearSegmentedColormap

# Scattered sampling
np.random.seed(88)
n_points = 600
x = np.random.uniform(-5, 5, n_points)
y = np.random.uniform(-5, 5, n_points)

# Himmelblau function
z = (x**2 + y - 11)**2 + (x + y**2 - 7)**2
z = np.log1p(z)  # Log scale for better visualization

# Custom colormap
colors = ['#ffffff', '#fef3c7', '#F5276C', '#F5B027', '#fcd34d']
cmap = LinearSegmentedColormap.from_list('coral_amber', colors, N=256)

fig = plt.figure(figsize=(10, 8), facecolor='#ffffff')
ax = fig.add_subplot(111, projection='3d', facecolor='#ffffff')

surf = ax.plot_trisurf(x, y, z, cmap=cmap, alpha=0.85, linewidth=0.1, edgecolor='#33333308')

ax.set_xlabel('X', fontsize=10, color='#374151', labelpad=10)
ax.set_ylabel('Y', fontsize=10, color='#374151', labelpad=10)
ax.set_zlabel('log(f+1)', fontsize=10, color='#374151', labelpad=10)
ax.set_title("Himmelblau Multimodal Trisurf", fontsize=14, color='#1f2937', fontweight='bold', pad=20)

ax.tick_params(colors='#6b7280', labelsize=8)
ax.xaxis.pane.fill = False
ax.yaxis.pane.fill = False
ax.zaxis.pane.fill = False
ax.xaxis.pane.set_edgecolor('#e5e7eb')
ax.yaxis.pane.set_edgecolor('#e5e7eb')
ax.zaxis.pane.set_edgecolor('#e5e7eb')

ax.view_init(elev=35, azim=45)
plt.tight_layout()
plt.show()