pub struct SelfTuningOptimizer { /* private fields */ }Expand description
Self-tuning optimizer that adapts parameters automatically
Implementations§
Source§impl SelfTuningOptimizer
impl SelfTuningOptimizer
Sourcepub fn new(config: SelfTuningConfig) -> Self
pub fn new(config: SelfTuningConfig) -> Self
Create a new self-tuning optimizer
Sourcepub fn register_parameter<T>(
&mut self,
name: &str,
param: TunableParameter<T>,
) -> ScirsResult<()>
pub fn register_parameter<T>( &mut self, name: &str, param: TunableParameter<T>, ) -> ScirsResult<()>
Register tunable parameters for an optimization algorithm
Sourcepub fn get_parameters(&self) -> &HashMap<String, ParameterValue>
pub fn get_parameters(&self) -> &HashMap<String, ParameterValue>
Get current parameter values
Sourcepub fn update_parameters(
&mut self,
iteration: usize,
function_value: f64,
gradient_norm: Option<f64>,
improvement: f64,
) -> ScirsResult<bool>
pub fn update_parameters( &mut self, iteration: usize, function_value: f64, gradient_norm: Option<f64>, improvement: f64, ) -> ScirsResult<bool>
Update parameters based on optimization progress
Sourcepub fn performance_stats(&self) -> &PerformanceTracker
pub fn performance_stats(&self) -> &PerformanceTracker
Get performance statistics
Sourcepub fn tuning_history(&self) -> &TuningHistory
pub fn tuning_history(&self) -> &TuningHistory
Get tuning history
Sourcepub fn generate_report(&self) -> String
pub fn generate_report(&self) -> String
Generate tuning report
Auto Trait Implementations§
impl Freeze for SelfTuningOptimizer
impl !RefUnwindSafe for SelfTuningOptimizer
impl !Send for SelfTuningOptimizer
impl !Sync for SelfTuningOptimizer
impl Unpin for SelfTuningOptimizer
impl !UnwindSafe for SelfTuningOptimizer
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