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)), 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(), } } } }