non_convex_opt::algorithms::parallel_tempering::swap_manager

Struct SwapManager

pub struct SwapManager<T, N, D>where
    T: FloatNum + RealField + Send + Sync,
    N: Dim + Send + Sync,
    D: Dim + Send + Sync + DimSub<Const<1>>,
    OVector<T, D>: Send + Sync,
    OVector<T, N>: Send + Sync,
    OVector<bool, N>: Send + Sync,
    OMatrix<T, N, D>: Send + Sync,
    OMatrix<T, D, D>: Send + Sync,
    DefaultAllocator: Allocator<D> + Allocator<N, D> + Allocator<N> + Allocator<D, D> + Allocator<<D as DimSub<Const<1>>>::Output>,
{ /* private fields */ }

Expand description

Manages replica exchange (swapping) operations in parallel tempering

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impl<T, N, D> SwapManager<T, N, D>
where T: FloatNum + RealField + Send + Sync, N: Dim + Send + Sync, D: Dim + Send + Sync + DimSub<Const<1>>, OVector<T, D>: Send + Sync, OVector<T, N>: Send + Sync, OVector<bool, N>: Send + Sync, OMatrix<T, N, D>: Send + Sync, OMatrix<T, D, D>: Send + Sync, DefaultAllocator: Allocator<D> + Allocator<N, D> + Allocator<N> + Allocator<D, D> + Allocator<<D as DimSub<Const<1>>>::Output>,

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pub fn new( metropolis_hastings: MetropolisHastings<T, D>, num_replicas: usize, adaptive_swapping: bool, random_swap_probability: f64, swap_rate_smoothing: f64, seed: u64, ) -> Self

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pub fn swap_adjacent_replicas( &mut self, populations: &mut [OMatrix<T, N, D>], fitnesses: &mut [OVector<T, N>], constraints: &mut [OVector<bool, N>], step_sizes: &mut [Vec<OMatrix<T, D, D>>], temperatures: &[T], )

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pub fn get_swap_acceptance_rates(&self) -> &[f64]

Auto Trait Implementations§

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impl<T, N, D> Freeze for SwapManager<T, N, D>
where DefaultAllocator: Sized, T: Freeze,

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impl<T, N, D> Unpin for SwapManager<T, N, D>
where DefaultAllocator: Sized, T: Unpin, N: Unpin,

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impl<T, N, D> !UnwindSafe for SwapManager<T, N, D>

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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> 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 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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