diff --git a/arithmetic_analysis/lu_decomposition.py b/arithmetic_analysis/lu_decomposition.py index 094b20abfecc..eaabce5449c5 100644 --- a/arithmetic_analysis/lu_decomposition.py +++ b/arithmetic_analysis/lu_decomposition.py @@ -88,19 +88,15 @@ def lower_upper_decomposition(table: np.ndarray) -> tuple[np.ndarray, np.ndarray lower = np.zeros((rows, columns)) upper = np.zeros((rows, columns)) - - # in 'total', the necessary data is extracted through slices - # and the sum of the products is obtained. - for i in range(columns): for j in range(i): - total = np.sum(lower[i, :i] * upper[:i, j]) + total = sum(lower[i][k] * upper[k][j] for k in range(j)) if upper[j][j] == 0: raise ArithmeticError("No LU decomposition exists") lower[i][j] = (table[i][j] - total) / upper[j][j] lower[i][i] = 1 for j in range(i, columns): - total = np.sum(lower[i, :i] * upper[:i, j]) + total = sum(lower[i][k] * upper[k][j] for k in range(j)) upper[i][j] = table[i][j] - total return lower, upper