GpuDifferentialEvolution

scirs2_optimize::gpu::algorithms

Struct GpuDifferentialEvolution

pub struct GpuDifferentialEvolution { /* private fields */ }

Expand description

GPU-accelerated differential evolution

Implementations§

impl GpuDifferentialEvolution

pub fn new( context: GpuOptimizationContext, population_size: usize, max_nit: usize, ) -> Self

Create a new GPU-accelerated differential evolution optimizer

pub fn with_f_scale(self, f_scale: f64) -> Self

Set mutation scale factor

pub fn with_crossover_rate(self, crossover_rate: f64) -> Self

Set crossover rate

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

Blanket Implementations§

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