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

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

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



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


impl<F: ArgminFloat> Newton<F>[src]

pub fn new() -> Self[src]


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

set gamma

Trait Implementations

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

fn clone(&self) -> Newton<F>[src]

Returns a copy of the value. Read more

fn clone_from(&mut self, source: &Self)1.0.0[src]

Performs copy-assignment from source. Read more

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

fn default() -> Newton<F>[src]

Returns the “default value” for a type. Read more

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

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer. Read more

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

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer

Serialize this value into the given Serde serializer. Read more

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

const NAME: &'static str[src]

Name of the solver

fn next_iter(
    &mut self,
    op: &mut OpWrapper<O>,
    state: &IterState<O>
) -> Result<ArgminIterData<O>, Error>

Computes one iteration of the algorithm.

fn init(
    &mut self,
    _op: &mut OpWrapper<O>,
    _state: &IterState<O>
) -> Result<Option<ArgminIterData<O>>, Error>

Initializes the algorithm Read more

fn terminate_internal(&mut self, state: &IterState<O>) -> TerminationReason[src]

Checks whether basic termination reasons apply. Read more

fn terminate(&mut self, _state: &IterState<O>) -> TerminationReason[src]

Checks whether the algorithm must be terminated

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

pub fn type_id(&self) -> TypeId[src]

Gets the TypeId of self. Read more

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

pub fn borrow(&self) -> &T[src]

Immutably borrows from an owned value. Read more

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

pub fn borrow_mut(&mut self) -> &mut T[src]

Mutably borrows from an owned value. Read more

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

pub fn from(t: T) -> T[src]

Performs the conversion.

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

pub fn into(self) -> U[src]

Performs the conversion.

impl<T> ToOwned for T where
    T: Clone

type Owned = T

The resulting type after obtaining ownership.

pub fn to_owned(&self) -> T[src]

Creates owned data from borrowed data, usually by cloning. Read more

pub fn clone_into(&self, target: &mut T)[src]

🔬 This is a nightly-only experimental API. (toowned_clone_into)

recently added

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>[src]

Performs the conversion.

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

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

The type returned in the event of a conversion error.

pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>[src]

Performs the conversion.

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

pub fn vzip(self) -> V

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

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