gemseo.algos.design_space_utils module#

Design space helpers.

get_value_and_bounds(design_space: DesignSpace, normalize_ds: bool, as_dict: Literal[False] = False) → tuple[ndarray, ndarray, ndarray][source]#
get_value_and_bounds(design_space: DesignSpace, normalize_ds: bool, as_dict: Literal[True] = True) → tuple[dict[str, ndarray], dict[str, ndarray], dict[str, ndarray]]

Return the design variable values and their lower and upper bounds.

Parameters:

  • design_space -- The design space.

  • normalize_ds -- Whether to normalize the design variables.

  • as_dict -- Whether to return dictionaries instead of NumPy arrays.

Returns:

The values of the design variables, their lower bounds, and their upper bounds.