Module to plot results from Taguchi optimisation.

user_libs/optimisation_taguchi_plot.py

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+# Copyright (C) 2015, Craig Warren
+#
+# This module is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License.
+# To view a copy of this license, visit http://creativecommons.org/licenses/by-sa/4.0/.
+#
+# Please use the attribution at http://dx.doi.org/10.1190/1.3548506
+
+import argparse
+import numpy as np
+
+from gprMax.optimisation_taguchi import plot_optimisation_history
+
+"""Plots the results (stored in a NumPy archive) from a Taguchi optimisation process."""
+
+# Parse command line arguments
+parser = argparse.ArgumentParser(description='Plots the results (stored in a NumPy archive) from a Taguchi optimisation process.', usage='cd gprMax; python -m user_libs.optimisation_taguchi_plot numpyfile')
+parser.add_argument('numpyfile', help='name of NumPy archive including path')
+args = parser.parse_args()
+
+results = np.load(args.numpyfile)  
+    
+# Plot the history of fitness values and each optimised parameter values for the optimisation
+plot_optimisation_history(results[fitnessvalueshist], results[optparamshist], results[optparamsinit])