def METHOD_NAME(self) -> dict[str, Any]:  # noqa: D102
    METHOD_NAME = super().METHOD_NAME
    METHOD_NAME.update({"acquisition_function": self._acquisition_function.METHOD_NAME})
    return METHOD_NAME