Create a Monte Carlo design of experiments¶

In this example we are going to create a MonteCarlo probabilistic design experiment.

[9]:

from __future__ import print_function
import openturns as ot

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# Define underlying distribution, size
distribution = ot.Normal(2)
size = 50

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# Create the design
experiment = ot.MonteCarloExperiment(distribution, size)
sample = experiment.generate()

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

[12]:

OpenTURNS