OptimizationSolver

sklears_linear::modular_framework

Trait OptimizationSolver 

Source 
pub trait OptimizationSolver:
    Debug
    + Send
    + Sync {
    type Config: Debug + Clone + Send + Sync;
    type Result: Debug + Clone + Send + Sync;

    // Required methods
    fn solve(
        &self,
        objective: &dyn Objective,
        initial_guess: &Array1<Float>,
        config: &Self::Config,
    ) -> Result<Self::Result>;
    fn supports_objective(&self, objective: &dyn Objective) -> bool;
    fn name(&self) -> &'static str;

    // Provided method
    fn get_recommendations(
        &self,
        _data: &ObjectiveData,
    ) -> SolverRecommendations { ... }
}
Expand description

Trait for optimization solvers

Required Associated Types§

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type Config: Debug + Clone + Send + Sync

Configuration type for this solver

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type Result: Debug + Clone + Send + Sync

Result type returned by this solver

Required Methods§

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fn solve( &self, objective: &dyn Objective, initial_guess: &Array1<Float>, config: &Self::Config, ) -> Result<Self::Result>

Solve the optimization problem

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fn supports_objective(&self, objective: &dyn Objective) -> bool

Check if this solver supports the given objective type

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fn name(&self) -> &'static str

Get the name of this solver

Provided Methods§

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fn get_recommendations(&self, _data: &ObjectiveData) -> SolverRecommendations

Get solver-specific recommendations for the given problem

Implementors§