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)
Пример #2
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    def _get_input_values(self):
        rand_doe = rand_latin_hypercube(self.num_sample_points, self.num_parameters)
        best_lhc = LatinHypercube(rand_doe, q=1, p=_norm_map[self.norm_method])
        
        for q in self.qs:
            lh = LatinHypercube(rand_doe, q, _norm_map[self.norm_method])
            lh_opt = _mmlhs(lh, self.population, self.generations)
            if lh_opt.mmphi() < best_lhc.mmphi():
                best_lhc = lh_opt

        for row in best_lhc:
            yield row