In addition to model-based parameter estimation, parmest can create
scenarios for use in optimization under uncertainty. To do this, one
first creates an Estimator object, then a ScenarioCreator
object, which has methods to add ParmestScen scenario objects to a
ScenarioSet object, which can write them to a csv file or output them
via an iterator method.
This example is in the semibatch subdirectory of the examples directory in
the file scenario_example.py. It creates a csv file with scenarios that
correspond one-to-one with the experiments used as input data. It also
creates a few scenarios using the bootstrap methods and outputs prints the
scenarios to the screen, accessing them via the ScensItator a print
.. literalinclude:: ../../../../pyomo/contrib/parmest/examples/semibatch/scenario_example.py :language: python
Note
This example may produce an error message if your version of Ipopt is not based on a good linear solver.