.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "auto_reliability_sensitivity/design_of_experiments/plot_monte_carlo_experiment.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_auto_reliability_sensitivity_design_of_experiments_plot_monte_carlo_experiment.py: Create a Monte Carlo design of experiments ========================================== .. GENERATED FROM PYTHON SOURCE LINES 8-9 In this example we are going to create a MonteCarlo probabilistic design experiment. .. GENERATED FROM PYTHON SOURCE LINES 11-17 .. code-block:: Python import openturns as ot import openturns.viewer as viewer from matplotlib import pylab as plt ot.Log.Show(ot.Log.NONE) .. GENERATED FROM PYTHON SOURCE LINES 18-19 Define underlying distribution, size .. GENERATED FROM PYTHON SOURCE LINES 19-22 .. code-block:: Python distribution = ot.Normal(2) size = 50 .. GENERATED FROM PYTHON SOURCE LINES 23-24 Create the design .. GENERATED FROM PYTHON SOURCE LINES 24-27 .. code-block:: Python experiment = ot.MonteCarloExperiment(distribution, size) sample = experiment.generate() .. GENERATED FROM PYTHON SOURCE LINES 28-29 Plot the design .. GENERATED FROM PYTHON SOURCE LINES 29-34 .. code-block:: Python graph = ot.Graph("MC design", "x1", "x2", True, "") cloud = ot.Cloud(sample, "blue", "fsquare", "") graph.add(cloud) view = viewer.View(graph) plt.show() .. image-sg:: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_monte_carlo_experiment_001.png :alt: MC design :srcset: /auto_reliability_sensitivity/design_of_experiments/images/sphx_glr_plot_monte_carlo_experiment_001.png :class: sphx-glr-single-img .. _sphx_glr_download_auto_reliability_sensitivity_design_of_experiments_plot_monte_carlo_experiment.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_monte_carlo_experiment.ipynb ` .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: plot_monte_carlo_experiment.py `