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GeneticAlgorithm

moors::algorithms

Struct GeneticAlgorithm 

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pub struct GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where
    S: SamplingOperator,
    Sel: SelectionOperator<FDim = F::Dim>,
    Sur: SurvivalOperator<FDim = F::Dim>,
    Cross: CrossoverOperator,
    Mut: MutationOperator,
    F: FitnessFn,
    G: ConstraintsFn,
{
    pub population: Option<Population<F::Dim, G::Dim>>,
    pub context: AlgorithmContext,
    /* private fields */
}

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§population: Option<Population<F::Dim, G::Dim>>§context: AlgorithmContext

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impl<S, Sel, Sur, Cross, Mut, F, G> GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where S: SamplingOperator, Sel: SelectionOperator<FDim = F::Dim>, Sur: SurvivalOperator<FDim = F::Dim>, Cross: CrossoverOperator, Mut: MutationOperator, F: FitnessFn, G: ConstraintsFn,

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pub fn new( population: Option<Population<F::Dim, G::Dim>>, sampler: S, survivor: Sur, evolve: Evolve<Sel, Cross, Mut>, evaluator: Evaluator<F, G>, context: AlgorithmContext, verbose: bool, rng: MOORandomGenerator, ) -> Self

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pub fn run(&mut self) -> Result<(), AlgorithmError>

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impl<S, Sel, Sur, Cross, Mut, F, G> Debug for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where S: SamplingOperator + Debug, Sel: SelectionOperator<FDim = F::Dim> + Debug, Sur: SurvivalOperator<FDim = F::Dim> + Debug, Cross: CrossoverOperator + Debug, Mut: MutationOperator + Debug, F: FitnessFn + Debug, G: ConstraintsFn + Debug, F::Dim: Debug, G::Dim: Debug,

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl<S, Sel, Sur, Cross, Mut, F, G> !RefUnwindSafe for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>

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impl<S, Sel, Sur, Cross, Mut, F, G> !Send for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>

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impl<S, Sel, Sur, Cross, Mut, F, G> !Sync for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>

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impl<S, Sel, Sur, Cross, Mut, F, G> !UnwindSafe for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>

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impl<S, Sel, Sur, Cross, Mut, F, G> Freeze for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where S: Freeze, Sur: Freeze, Sel: Freeze, Cross: Freeze, Mut: Freeze, F: Freeze, G: Freeze, <F as FitnessFn>::Dim: Freeze, <G as ConstraintsFn>::Dim: Freeze,

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impl<S, Sel, Sur, Cross, Mut, F, G> Unpin for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where S: Unpin, Sur: Unpin, Sel: Unpin, Cross: Unpin, Mut: Unpin, F: Unpin, G: Unpin, <F as FitnessFn>::Dim: Unpin, <G as ConstraintsFn>::Dim: Unpin,

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impl<S, Sel, Sur, Cross, Mut, F, G> UnsafeUnpin for GeneticAlgorithm<S, Sel, Sur, Cross, Mut, F, G>
where S: UnsafeUnpin, Sur: UnsafeUnpin, Sel: UnsafeUnpin, Cross: UnsafeUnpin, Mut: UnsafeUnpin, F: UnsafeUnpin, G: UnsafeUnpin, <F as FitnessFn>::Dim: UnsafeUnpin, <G as ConstraintsFn>::Dim: UnsafeUnpin,

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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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> ByRef<T> for T

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fn by_ref(&self) -> &T

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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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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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.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V