Create a composite design of experiments¶

In this example we create a deterministic design experiment with the Composite class.

[1]:

from __future__ import print_function
import openturns as ot

[2]:

# Define position, scale
center = [0.5, 1.5]
levels = [4, 8, 16]

[3]:

# Create the design
experiment = ot.Composite(center, levels)
sample = experiment.generate()

[4]:

# Plot the design
graph = ot.Graph("Composite design", "x1", "x2", True, "")
cloud = ot.Cloud(sample, "blue", "fsquare", "")
graph.add(cloud)
graph

[4]:

OpenTURNS