code: def test_shgo_bounds(minimizer_Alpine02):
      """Test SHGO algorithm with bounds."""
      pars_bounds = lmfit.Parameters()
      pars_bounds.add_many(
          ("x0", 1.0, True, 5.0, 15.0), ("x1", 1.0, True, 2.5, 7.5)
      )
  
      out = minimizer_Alpine02.minimize(
          params=pars_bounds, method="shgo"
      )
      assert 5.0 <= out.params["x0"].value <= 15.0
      assert 2.5 <= out.params["x1"].value <= 7.5
  
file_path: lmfit-py/tests/test_shgo.py
imports: import numpy
  from numpy.testing import assert_allclose
  import pytest
  import scipy
  import lmfit
label_desc: Use image node_id 7 for calling a global function with example usage: test_shgo_bounds(minimizer_Alpine02) without return types