(self, objective_function, lower, upper, rng=None)
Interface for optimizers that maximizing the
        acquisition function.

        Parameters
        ----------
        objective_function: acquisition function
            The acquisition function which will be maximized
        lower: np.ndarray (D)
            Lower bounds of the input space
        upper: np.ndarray (D)
            Upper bounds of the input space
        rng: numpy.random.RandomState
            Random number generator
Interface for optimizers that maximizing the
        acquisition function.
Interface for optimizers that maximizing the acquisition function .
def __init__(self, objective_function, lower, upper, rng=None):
        """
        Interface for optimizers that maximizing the
        acquisition function.

        Parameters
        ----------
        objective_function: acquisition function
            The acquisition function which will be maximized
        lower: np.ndarray (D)
            Lower bounds of the input space
        upper: np.ndarray (D)
            Upper bounds of the input space
        rng: numpy.random.RandomState
            Random number generator
        """
        self.lower = lower
        self.upper = upper
        self.objective_func = objective_function
        if rng is None:
            self.rng = np.random.RandomState(np.random.randint(10000))
        else:
            self.rng = rng
def __init__ ( self , objective_function , lower , upper , rng = None ) : self . lower = lower self . upper = upper self . objective_func = objective_function if rng is None : self . rng = np . random . RandomState ( np . random . randint ( 10000 ) ) else : self . rng = rng