Struct AdaptiveOptimizerSelector 

pub struct AdaptiveOptimizerSelector<A: Float> { /* private fields */ }

Adaptive optimizer selector

Implementations

impl<A: Float + ScalarOperand + Debug + FromPrimitive + Send + Sync> AdaptiveOptimizerSelector<A>

pub fn new(strategy: SelectionStrategy) -> Self

Create a new adaptive optimizer selector

pub fn set_problem(&mut self, problem: ProblemCharacteristics)

Set the current problem characteristics

pub fn select_optimizer(&mut self) -> Result<OptimizerType>

Select the best optimizer for the current problem

pub fn update_performance( &mut self, optimizer: OptimizerType, metrics: PerformanceMetrics, ) -> Result<()>

Update selector with performance feedback

pub fn train_selection_network( &mut self, learning_rate: A, epochs: usize, ) -> Result<()>

Train the selection network if using learning-based strategy

pub fn get_optimizer_statistics( &self, optimizer: OptimizerType, ) -> Option<OptimizerStatistics>

Get performance statistics for an optimizer

pub fn get_all_statistics(&self) -> Vec<OptimizerStatistics>

Get all optimizer statistics

pub fn get_selection_confidence(&self) -> f64

Get current confidence in selection

pub fn reset(&mut self)

Reset selector state

Trait Implementations

impl<A: Debug + Float> Debug for AdaptiveOptimizerSelector<A>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.