pub struct GpuDifferentialEvolution { /* private fields */ }Expand description
GPU-accelerated differential evolution
Implementations§
Source§impl GpuDifferentialEvolution
impl GpuDifferentialEvolution
Sourcepub fn new(
context: GpuOptimizationContext,
population_size: usize,
max_nit: usize,
) -> Self
pub fn new( context: GpuOptimizationContext, population_size: usize, max_nit: usize, ) -> Self
Create a new GPU-accelerated differential evolution optimizer
Sourcepub fn with_f_scale(self, f_scale: f64) -> Self
pub fn with_f_scale(self, f_scale: f64) -> Self
Set mutation scale factor
Sourcepub fn with_crossover_rate(self, crossover_rate: f64) -> Self
pub fn with_crossover_rate(self, crossover_rate: f64) -> Self
Set crossover rate
Sourcepub fn optimize<F>(
&mut self,
function: &F,
bounds: &[(f64, f64)],
) -> ScirsResult<OptimizeResults<f64>>where
F: GpuFunction,
pub fn optimize<F>(
&mut self,
function: &F,
bounds: &[(f64, f64)],
) -> ScirsResult<OptimizeResults<f64>>where
F: GpuFunction,
Optimize function using GPU-accelerated differential evolution
Auto Trait Implementations§
impl Freeze for GpuDifferentialEvolution
impl !RefUnwindSafe for GpuDifferentialEvolution
impl Send for GpuDifferentialEvolution
impl Sync for GpuDifferentialEvolution
impl Unpin for GpuDifferentialEvolution
impl !UnwindSafe for GpuDifferentialEvolution
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
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Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.