Struct ParameterOptimizer 

pub struct ParameterOptimizer { /* private fields */ }

Parameter optimizer engine

Implementations

impl ParameterOptimizer

pub fn new(reward_weights: RewardWeights, alpha: f64) -> Self

Create new parameter optimizer

pub fn with_defaults() -> Self

Create with default configuration

pub fn create_policy(&self, policy: OptimizationPolicy) -> Result<()>

Create new optimization policy

pub fn initialize_with_search( &self, policy_name: &str, strategy: SearchStrategy, num_configs: usize, ) -> Result<Vec<Uuid>>

Initialize policy with search strategy

pub fn select_parameters( &self, policy_name: &str, context: &RequestContext, ) -> Result<(Uuid, ParameterConfig)>

Select parameter configuration for request

pub fn update_performance( &self, policy_name: &str, config_id: &Uuid, context: &RequestContext, metrics: &ResponseMetrics, feedback: Option<&UserFeedback>, ) -> Result<()>

Update with performance feedback

pub fn get_performance_stats( &self, policy_name: &str, ) -> Result<Vec<ParameterStats>>

Get performance statistics

pub fn get_best_for_task( &self, policy_name: &str, task_type: &str, ) -> Result<Option<(Uuid, ParameterConfig)>>

Get best configuration for task type

pub fn update_task_bests( &self, policy_name: &str, task_types: &[String], ) -> Result<()>

Update task-specific best configurations

pub fn set_mode(&self, policy_name: &str, mode: OptimizationMode) -> Result<()>

Change optimization mode

pub fn get_mode(&self, policy_name: &str) -> Result<OptimizationMode>

Get current optimization mode

pub fn set_reward_weights(&mut self, weights: RewardWeights)

Update reward weights

pub fn num_policies(&self) -> usize

Get number of policies