Added pow function.
I'll try adding some unchecked and in place variants soon.
This commit is contained in:
parent
f8173bd668
commit
ab85766b5a
|
@ -19,6 +19,7 @@ pub mod householder;
|
||||||
mod inverse;
|
mod inverse;
|
||||||
mod lu;
|
mod lu;
|
||||||
mod permutation_sequence;
|
mod permutation_sequence;
|
||||||
|
mod pow;
|
||||||
mod qr;
|
mod qr;
|
||||||
mod schur;
|
mod schur;
|
||||||
mod solve;
|
mod solve;
|
||||||
|
@ -41,6 +42,7 @@ pub use self::full_piv_lu::*;
|
||||||
pub use self::hessenberg::*;
|
pub use self::hessenberg::*;
|
||||||
pub use self::lu::*;
|
pub use self::lu::*;
|
||||||
pub use self::permutation_sequence::*;
|
pub use self::permutation_sequence::*;
|
||||||
|
pub use self::pow::*;
|
||||||
pub use self::qr::*;
|
pub use self::qr::*;
|
||||||
pub use self::schur::*;
|
pub use self::schur::*;
|
||||||
pub use self::svd::*;
|
pub use self::svd::*;
|
||||||
|
|
|
@ -0,0 +1,52 @@
|
||||||
|
//! This module provides the matrix exponential (pow) function to square matrices.
|
||||||
|
|
||||||
|
use std::ops::DivAssign;
|
||||||
|
|
||||||
|
use crate::{allocator::Allocator, DefaultAllocator, DimMin, DimMinimum, MatrixN};
|
||||||
|
use num::PrimInt;
|
||||||
|
use simba::scalar::ComplexField;
|
||||||
|
|
||||||
|
impl<N: ComplexField, D> MatrixN<N, D>
|
||||||
|
where
|
||||||
|
D: DimMin<D, Output = D>,
|
||||||
|
DefaultAllocator: Allocator<N, D, D>
|
||||||
|
+ Allocator<(usize, usize), DimMinimum<D, D>>
|
||||||
|
+ Allocator<N, D>
|
||||||
|
+ Allocator<N::RealField, D>
|
||||||
|
+ Allocator<N::RealField, D, D>,
|
||||||
|
{
|
||||||
|
/// Raises a matrix to an integer power using exponentiation by squares.
|
||||||
|
/// Returns `None` only when the matrix is non-invertible and raised to a
|
||||||
|
/// negative power.
|
||||||
|
pub fn pow<T: PrimInt + DivAssign>(&self, mut e: T) -> Option<Self> {
|
||||||
|
let zero = T::zero();
|
||||||
|
|
||||||
|
if e == zero {
|
||||||
|
let mut i = self.clone();
|
||||||
|
i.fill_with_identity();
|
||||||
|
return Some(i);
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut acc;
|
||||||
|
if e < zero {
|
||||||
|
acc = self.clone().try_inverse()?;
|
||||||
|
} else {
|
||||||
|
acc = self.clone();
|
||||||
|
}
|
||||||
|
|
||||||
|
let one = T::one();
|
||||||
|
let two = T::from(2u8).unwrap();
|
||||||
|
let mut multiplier = acc.clone();
|
||||||
|
|
||||||
|
while e != zero {
|
||||||
|
if e % two == one {
|
||||||
|
acc *= &multiplier;
|
||||||
|
}
|
||||||
|
|
||||||
|
e /= two;
|
||||||
|
multiplier *= multiplier.clone();
|
||||||
|
}
|
||||||
|
|
||||||
|
Some(acc)
|
||||||
|
}
|
||||||
|
}
|
Loading…
Reference in New Issue