1# Module to import functions from in examples for multiprocessing backend 2import numpy as np 3 4 5def obj_fun(x, noise_level=0.1): 6 return np.sin(5 * x[0]) * (1 - np.tanh(x[0] ** 2)) +\ 7 np.random.randn() * noise_level 8