Struct argmin::solver::particleswarm::ParticleSwarm[][src]

pub struct ParticleSwarm<P, F> { /* fields omitted */ }

Particle Swarm Optimization (PSO)

Example

References:

TODO

Implementations

impl<P, F> ParticleSwarm<P, F> where
    P: Position<F> + DeserializeOwned + Serialize,
    F: ArgminFloat
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pub fn new(
    search_region: (P, P),
    num_particles: usize,
    weight_momentum: F,
    weight_particle: F,
    weight_swarm: F
) -> Result<Self, Error>
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Constructor

Parameters:

  • cost_function: cost function
  • init_temp: initial temperature

Trait Implementations

impl<'de, P, F> Deserialize<'de> for ParticleSwarm<P, F> where
    P: Deserialize<'de>,
    F: Deserialize<'de>, 
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impl<P, F> Serialize for ParticleSwarm<P, F> where
    P: Serialize,
    F: Serialize
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impl<O, P, F> Solver<O> for ParticleSwarm<P, F> where
    O: ArgminOp<Output = F, Param = P, Float = F>,
    P: Position<F> + DeserializeOwned + Serialize,
    O::Hessian: Clone + Default,
    F: ArgminFloat
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fn next_iter(
    &mut self,
    _op: &mut OpWrapper<O>,
    _state: &IterState<O>
) -> Result<ArgminIterData<O>, Error>
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Perform one iteration of algorithm

Auto Trait Implementations

impl<P, F> RefUnwindSafe for ParticleSwarm<P, F> where
    F: RefUnwindSafe,
    P: RefUnwindSafe

impl<P, F> Send for ParticleSwarm<P, F> where
    F: Send,
    P: Send

impl<P, F> Sync for ParticleSwarm<P, F> where
    F: Sync,
    P: Sync

impl<P, F> Unpin for ParticleSwarm<P, F> where
    F: Unpin,
    P: Unpin

impl<P, F> UnwindSafe for ParticleSwarm<P, F> where
    F: UnwindSafe,
    P: UnwindSafe

Blanket Implementations

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

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

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.

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

impl<T> DeserializeOwned for T where
    T: for<'de> Deserialize<'de>, 
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impl<T> SendSyncUnwindSafe for T where
    T: Send + Sync + UnwindSafe + ?Sized