Source code for gemseo.algos.doe.scipy.settings.halton

# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
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"""Settings for the Halton sequence DOE from the SciPy library."""

from __future__ import annotations

from pydantic import Field

from gemseo.algos.doe.scipy.settings.base_scipy_doe_settings import BaseSciPyDOESettings
from gemseo.algos.doe.scipy.settings.base_scipy_doe_settings import Optimizer




class Halton_Settings(BaseSciPyDOESettings):  # noqa: N801
    """The settings for the Halton DOE sequence from the SciPy library."""

    _TARGET_CLASS_NAME = "Halton"

    scramble: bool = Field(
        default=True,
        description="""Whether to use scrambling (Owen type).

Only available with SciPy >= 1.10.0.""",
    )

    optimization: Optimizer | None = Field(
        default=None,
        description="""The name of an optimization scheme to improve the DOE's quality.

If ``None``, use the DOE as is. New in SciPy 1.10.0.""",
    )