Struct argmin::solver::newton::newton_method::Newton[][src]

pub struct Newton<F> { /* fields omitted */ }

Newton’s method iteratively finds the stationary points of a function f by using a second order approximation of f at the current point.

Example

References:

[0] Jorge Nocedal and Stephen J. Wright (2006). Numerical Optimization. Springer. ISBN 0-387-30303-0.

Implementations

impl<F: ArgminFloat> Newton<F>[src]

pub fn new() -> Self[src]

Constructor

pub fn set_gamma(self, gamma: F) -> Result<Self, Error>[src]

set gamma

Trait Implementations

impl<F: Clone> Clone for Newton<F>[src]

impl<F: ArgminFloat> Default for Newton<F>[src]

impl<'de, F> Deserialize<'de> for Newton<F> where
    F: Deserialize<'de>, 
[src]

impl<F> Serialize for Newton<F> where
    F: Serialize
[src]

impl<O, F> Solver<O> for Newton<F> where
    O: ArgminOp<Float = F>,
    O::Param: ArgminScaledSub<O::Param, O::Float, O::Param>,
    O::Hessian: ArgminInv<O::Hessian> + ArgminDot<O::Param, O::Param>,
    F: ArgminFloat
[src]

Auto Trait Implementations

impl<F> RefUnwindSafe for Newton<F> where
    F: RefUnwindSafe

impl<F> Send for Newton<F> where
    F: Send

impl<F> Sync for Newton<F> where
    F: Sync

impl<F> Unpin for Newton<F> where
    F: Unpin

impl<F> UnwindSafe for Newton<F> where
    F: UnwindSafe

Blanket Implementations

impl<T> Any for T where
    T: 'static + ?Sized
[src]

impl<T> Borrow<T> for T where
    T: ?Sized
[src]

impl<T> BorrowMut<T> for T where
    T: ?Sized
[src]

impl<T> From<T> for T[src]

impl<T, U> Into<U> for T where
    U: From<T>, 
[src]

impl<T> Same<T> for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP where
    SS: SubsetOf<SP>, 

impl<T> ToOwned for T where
    T: Clone
[src]

type Owned = T

The resulting type after obtaining ownership.

impl<T, U> TryFrom<U> for T where
    U: Into<T>, 
[src]

type Error = Infallible

The type returned in the event of a conversion error.

impl<T, U> TryInto<U> for T where
    U: TryFrom<T>, 
[src]

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

The type returned in the event of a conversion error.

impl<V, T> VZip<V> for T where
    V: MultiLane<T>, 

impl<T> DeserializeOwned for T where
    T: for<'de> Deserialize<'de>, 
[src]

impl<T> SendSyncUnwindSafe for T where
    T: Send + Sync + UnwindSafe + ?Sized