QRDecomposition

Struct QRDecomposition 

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pub struct QRDecomposition<T> { /* private fields */ }
Expand description

QR Decomposition.

Based on Apache Commons Math and JAMA.

For an m-by-n matrix A, the QR decomposition is an m-by-m orthogonal matrix Q and an m-by-n upper triangular (or trapezoidal) matrix R, so that A = Q*R.

The QR decompostion always exists, even if the matrix does not have full rank. The primary use of the QR decomposition is in the least squares solution of nonsquare systems of simultaneous linear equations. This will fail if is_full_rank() returns false.

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impl<T: Float + ApproxEq<T>> QRDecomposition<T>

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pub fn new(m: &Matrix<T>) -> QRDecomposition<T>

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pub fn is_full_rank(&self) -> bool

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pub fn get_h(&self) -> Matrix<T>

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pub fn get_r(&self) -> Matrix<T>

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pub fn get_q(&self) -> Matrix<T>

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pub fn solve(&self, b: &Matrix<T>) -> Option<Matrix<T>>

Auto Trait Implementations§

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impl<T> Freeze for QRDecomposition<T>

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impl<T> RefUnwindSafe for QRDecomposition<T>
where T: RefUnwindSafe,

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impl<T> Send for QRDecomposition<T>
where T: Send,

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impl<T> Sync for QRDecomposition<T>
where T: Sync,

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impl<T> Unpin for QRDecomposition<T>
where T: Unpin,

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impl<T> UnwindSafe for QRDecomposition<T>
where T: UnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.