1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
|
"""
Create a composite design of experiments
========================================
"""
# %%
# %%
# In this example we create a deterministic design experiment with the `Composite` class.
# %%
import openturns as ot
import openturns.viewer as viewer
from matplotlib import pylab as plt
ot.Log.Show(ot.Log.NONE)
# %%
# Define position, scale
center = [0.5, 1.5]
levels = [4, 8, 16]
# %%
# Create the design
experiment = ot.Composite(center, levels)
sample = experiment.generate()
# %%
# Plot the design
graph = ot.Graph("Composite design", "x1", "x2", True, "")
cloud = ot.Cloud(sample, "blue", "fsquare", "")
graph.add(cloud)
view = viewer.View(graph)
plt.show()
|
