use alga::general::Real; use base::allocator::Allocator; use base::dimension::DimMin; use base::storage::Storage; use base::{DefaultAllocator, SquareMatrix}; use 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] pub fn determinant(&self) -> N 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 => N::one(), 1 => *self.get_unchecked(0, 0), 2 => { let m11 = *self.get_unchecked(0, 0); let m12 = *self.get_unchecked(0, 1); let m21 = *self.get_unchecked(1, 0); let m22 = *self.get_unchecked(1, 1); m11 * m22 - m21 * m12 } 3 => { let m11 = *self.get_unchecked(0, 0); let m12 = *self.get_unchecked(0, 1); let m13 = *self.get_unchecked(0, 2); let m21 = *self.get_unchecked(1, 0); let m22 = *self.get_unchecked(1, 1); let m23 = *self.get_unchecked(1, 2); let m31 = *self.get_unchecked(2, 0); let m32 = *self.get_unchecked(2, 1); let m33 = *self.get_unchecked(2, 2); let minor_m12_m23 = m22 * m33 - m32 * m23; let minor_m11_m23 = m21 * m33 - m31 * 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(), } } } }