GpuParticleSwarm

scirs2_optimize::gpu::algorithms

Struct GpuParticleSwarm

pub struct GpuParticleSwarm { /* private fields */ }

Expand description

GPU-accelerated particle swarm optimization

Implementations§

impl GpuParticleSwarm

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

Create a new GPU-accelerated particle swarm optimizer

pub fn with_parameters(self, w: f64, c1: f64, c2: f64) -> Self

Set PSO parameters

pub fn optimize<F>( &mut self, function: &F, bounds: &[(f64, f64)], ) -> ScirsResult<OptimizeResults<f64>>
where F: GpuFunction,

Optimize function using GPU-accelerated particle swarm optimization

Auto Trait Implementations§

impl Freeze for GpuParticleSwarm

impl !RefUnwindSafe for GpuParticleSwarm

impl Send for GpuParticleSwarm

impl Sync for GpuParticleSwarm

impl Unpin for GpuParticleSwarm

impl !UnwindSafe for GpuParticleSwarm

Blanket Implementations§

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