opt.add_option('--dim_in',type='int',dest='dim_in',help='Number of dimensions for the function to optimize [default: 1]')
opt.add_option('--dim_out',type='int',dest='dim_out',help='Number of dimensions for the function to optimize [default: 1]')
opt.add_option('--bayes_opt_boptimizer_noise',type='float',dest='bayes_opt_boptimizer_noise',help='Acquisition noise of the function to optimize [default: 1e-6]')
opt.add_option('--init_randomsampling_samples',type='int',dest='init_randomsampling_samples',help='Number of samples used for the initialization [default: 10]')
opt.add_option('--stop_maxiterations_iterations',type='int',dest='stop_maxiterations_iterations',help='Number of iterations performed before stopping the optimization [default: 190]')