Algorithm Settings

The available GEMSEO algorithms require different configuration settings to be executed. There are two ways to pass algorithm settings, either one by one:

scenario.execute(algo_name="SLSQP", max_iter=10, ftol_rel=1e-10, ineq_tolerance=2e-3, normalize_design_space=True)

or via their associated Pydantic model:

from gemseo.settings.opt import SLSQP_Settings

slsqp_settings = SLSQP_Settings(
    max_iter=10,
    ftol_rel=1e-10,
    ineq_tolerance=2e-3,
    normalize_design_space=True,
)

scenario.execute(slsqp_settings)

The advantage of using the Pydantic model directly is that IDEs provide auto completion for Pydantic models. Another advantage is that the settings are validated at instantiation of the Pydantic model, so in case a setting name or setting value is not valid, the validation exception will happen before the execution of the scenario, thus saving time.