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Algorithm

Enum Algorithm 

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#[non_exhaustive]
pub enum Algorithm { Dds(Dds), Sce(Sce), De(De), LShade(LShade), LSrtde(LSrtde), Pso(Pso), CmaEs(CmaEs), RestartCmaEs(RestartCmaEs), }
Expand description

A configured algorithm, for code that selects one at runtime (mirrors the CLI / client use where the optimizer is chosen by a flag).

Marked #[non_exhaustive]: new algorithms are added over time, so matches need a wildcard arm and adding a variant is not a breaking change.

Variants (Non-exhaustive)§

This enum is marked as non-exhaustive
Non-exhaustive enums could have additional variants added in future. Therefore, when matching against variants of non-exhaustive enums, an extra wildcard arm must be added to account for any future variants.
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Dds(Dds)

Dynamically Dimensioned Search (Tolson & Shoemaker 2007).

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Sce(Sce)

Shuffled Complex Evolution, SCE-UA (Duan et al. 1992).

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De(De)

Differential Evolution rand/1/bin (Storn & Price 1997).

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LShade(LShade)

Success-history adaptive DE with LPSR (Tanabe & Fukunaga 2014).

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LSrtde(LSrtde)

Success-rate adaptive DE, CEC 2024 winner (Stanovov & Semenkin 2024).

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Pso(Pso)

Particle Swarm Optimization (Kennedy & Eberhart 1995).

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CmaEs(CmaEs)

Covariance Matrix Adaptation ES (Hansen & Ostermeier 2001).

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RestartCmaEs(RestartCmaEs)

CMA-ES with IPOP/BIPOP restarts (Auger & Hansen 2005; Hansen 2009).

Trait Implementations§

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impl Clone for Algorithm

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fn clone(&self) -> Algorithm

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Copy for Algorithm

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impl Debug for Algorithm

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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 Optimizer for Algorithm

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fn optimize(&self, problem: &dyn Problem, term: &Termination) -> Report

Runs the selected algorithm.

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fn with_seed(&self, seed: u64) -> Self

Returns the same configuration with its RNG seed replaced.

Auto Trait Implementations§

Blanket Implementations§

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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. 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<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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

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