def test_mmlhs(self):
lh = LHC_indivudal(rand_latin_hypercube(10, 2), 2, 1)
phi1 = lh.mmphi()
lh_opt = _mmlhs(lh, 20, 20)
opt_phi = lh_opt.mmphi()
self.assertTrue(is_latin_hypercube(lh_opt))
self.assertTrue(opt_phi < phi1)
def test_mmlhs(self):
lh = LatinHypercube(rand_latin_hypercube(10,2), 2, 1)
phi1 = lh.mmphi()
lh_opt = _mmlhs(lh, 20, 20)
opt_phi = lh_opt.mmphi()
self.assertTrue(is_latin_hypercube(lh_opt))
self.assertTrue(opt_phi < phi1)
def test_OptLatinHypercube(self):
olh = OptLatinHypercube()
olh.num_samples = 10
olh.num_parameters = 2
z = zeros((olh.num_samples, olh.num_parameters))
for i, row in enumerate(olh):
z[i, :] = row
self.assertTrue(is_latin_hypercube(z))
def test_OptLatinHypercube(self):
olh = OptLatinHypercube()
olh.num_sample_points = 10
olh.num_parameters = 2
z = zeros((olh.num_sample_points, olh.num_parameters))
for i,row in enumerate(olh):
z[i,:] = row
self.assertTrue(is_latin_hypercube(z))
