Struct HybridOptimizationProblem

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pub struct HybridOptimizationProblem<const N: usize> {
    pub quantum_circuits: Vec<ParameterizedQuantumComponent<N>>,
    pub classical_steps: Vec<ClassicalProcessingStep>,
    pub data_flow: DataFlowGraph,
    pub global_parameters: Vec<f64>,
    pub objective: ObjectiveFunction,
}

Expand description

A hybrid quantum-classical optimization problem

This combines quantum circuits with classical processing steps, allowing for co-optimization of both quantum parameters and classical algorithms.

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§quantum_circuits: Vec<ParameterizedQuantumComponent<N>>

Quantum circuit components

§classical_steps: Vec<ClassicalProcessingStep>

Classical processing steps

§data_flow: DataFlowGraph

Data flow between quantum and classical components

§global_parameters: Vec<f64>

Global optimization parameters

§objective: ObjectiveFunction

Objective function for optimization

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impl<const N: usize> HybridOptimizationProblem<N>

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pub fn new() -> Self

Create a new hybrid optimization problem

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pub fn add_quantum_component( &mut self, id: String, circuit: Circuit<N>, parameter_indices: Vec<usize>, ) -> QuantRS2Result<()>

Add a quantum circuit component

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pub fn add_classical_step( &mut self, id: String, step_type: ClassicalStepType, inputs: Vec<String>, outputs: Vec<String>, ) -> QuantRS2Result<()>

Add a classical processing step

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pub fn add_data_flow( &mut self, source: String, target: String, data_type: DataType, ) -> QuantRS2Result<()>

Add data flow edge between components

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pub fn set_global_parameters(&mut self, parameters: Vec<f64>)

Set global parameters

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pub fn add_regularization( &mut self, reg_type: RegularizationType, strength: f64, parameter_indices: Vec<usize>, ) -> QuantRS2Result<()>

Add regularization term

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pub fn validate(&self) -> QuantRS2Result<()>

Validate the optimization problem

Trait Implementations§

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impl<const N: usize> Clone for HybridOptimizationProblem<N>

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fn clone(&self) -> HybridOptimizationProblem<N>

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl<const N: usize> Debug for HybridOptimizationProblem<N>

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

Formats the value using the given formatter. Read more

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impl Default for HybridOptimizationProblem<4>

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl<const N: usize> !UnwindSafe for HybridOptimizationProblem<N>

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> DynClone for T
where T: Clone,

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fn __clone_box(&self, _: Private) -> *mut ()

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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