doe_factory module¶

A factory to execute DOE algorithms from their class names.

class gemseo.algos.doe.doe_factory.DOEFactory[source]¶

DOE factory to create DOE libraries, see DriverFactory.

Test and import optimization library if it is available.

create(name)¶

Create a driver library from an algorithm name or a library name.

execute(problem, algo_name, **options)¶

Execute a problem with an algorithm.

Parameters:

Returns:

The optimization result.

Return type:

OptimizationResult

is_available(name)¶

Check the availability of a library name or algorithm name.

Parameters:: name (str) – The name of the library name or algorithm name.
Returns:: Whether the library or algorithm is available.
Return type:: bool

property algo_names_to_libraries: dict[str, str]¶: The mapping from the algorithm names to the libraries.

property libraries: list[str]¶

List the available library names in the present configuration.

Examples using DOEFactory¶