def test_create_FCE_from_summary_values(self):
ERT, FCE, std_dev_ERT, std_dev_FCE = ESFitness._calcFCEandERT(
min_fitnesses=[1, 2, 42, 3, 4],
min_indices=[999, 999, 999, 999, 999],
num_successful=0)
self.assertIsNone(ERT)
self.assertAlmostEqual(std_dev_ERT, 0)
self.assertAlmostEqual(FCE, 10.4)
self.assertAlmostEqual(std_dev_FCE, 15.83161394173)
def test_create_both_from_summary_values(self):
ERT, FCE, std_dev_ERT, std_dev_FCE = ESFitness._calcFCEandERT(
min_fitnesses=[0, 0, 40, 0, 0],
min_indices=[32, 48, 999, 16, 64],
num_successful=4)
self.assertAlmostEqual(ERT, 289.75)
self.assertAlmostEqual(std_dev_ERT, 383.9335359147)
self.assertAlmostEqual(FCE, 8)
self.assertAlmostEqual(std_dev_FCE, 16)