gemseo.algos.doe.morris_doe.morris_doe module#
The DOE used by the Morris sensitivity analysis.
- class MorrisDOE(algo_name='MorrisDOE')[source]#
Bases:
BaseDOELibrary
The DOE used by the Morris sensitivity analysis.
This DOE algorithm applies the
OATDOE
algorithm at \(r\) points. The number of samples is equal to \(r(1+d)\) where \(d\) is the space dimension.- Parameters:
algo_name (str) --
The algorithm name.
By default it is set to "MorrisDOE".
- Raises:
KeyError -- When the algorithm is not in the library.
- ALGORITHM_INFOS: ClassVar[dict[str, DOEAlgorithmDescription]] = {'MorrisDOE': DOEAlgorithmDescription(algorithm_name='MorrisDOE', internal_algorithm_name='MorrisDOE', library_name='MorrisDOE', description='The DOE used by the Morris sensitivity analysis.', website='', Settings=<class 'gemseo.algos.doe.morris_doe.settings.morris_doe_settings.MorrisDOE_Settings'>, handle_integer_variables=True, minimum_dimension=1)}#
The description of the algorithms contained in the library.