use simba::scalar::ComplexField; use crate::base::allocator::Allocator; use crate::base::dimension::DimMin; use crate::base::storage::Storage; use crate::base::{DefaultAllocator, SquareMatrix}; use crate::linalg::LU; impl, S: Storage> SquareMatrix { /// Computes the matrix determinant. /// /// If the matrix has a dimension larger than 3, an LU decomposition is used. #[inline] #[must_use] pub fn determinant(&self) -> T where DefaultAllocator: Allocator + Allocator<(usize, usize), D>, { assert!( self.is_square(), "Unable to compute the determinant of a non-square matrix." ); let dim = self.shape().0; unsafe { match dim { 0 => T::one(), 1 => self.get_unchecked((0, 0)).clone(), 2 => { let m11 = self.get_unchecked((0, 0)).clone(); let m12 = self.get_unchecked((0, 1)).clone(); let m21 = self.get_unchecked((1, 0)).clone(); let m22 = self.get_unchecked((1, 1)).clone(); m11 * m22 - m21 * m12 } 3 => { let m11 = self.get_unchecked((0, 0)).clone(); let m12 = self.get_unchecked((0, 1)).clone(); let m13 = self.get_unchecked((0, 2)).clone(); let m21 = self.get_unchecked((1, 0)).clone(); let m22 = self.get_unchecked((1, 1)).clone(); let m23 = self.get_unchecked((1, 2)).clone(); let m31 = self.get_unchecked((2, 0)).clone(); let m32 = self.get_unchecked((2, 1)).clone(); let m33 = self.get_unchecked((2, 2)).clone(); let minor_m12_m23 = m22.clone() * m33.clone() - m32.clone() * m23.clone(); let minor_m11_m23 = m21.clone() * m33 - m31.clone() * m23; let minor_m11_m22 = m21 * m32 - m31 * m22; m11 * minor_m12_m23 - m12 * minor_m11_m23 + m13 * minor_m11_m22 } _ => LU::new(self.clone_owned()).determinant(), } } } }