Struct QuantumInspiredOptimizer

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pub struct QuantumInspiredOptimizer {
    pub quantum_state: QuantumState,
    pub annealing_schedule: QuantumAnnealingSchedule,
    pub best_solution: Array1<f64>,
    pub best_objective: f64,
    pub iteration: usize,
    pub max_nit: usize,
    pub function_evaluations: usize,
    pub interference_history: VecDeque<f64>,
    pub entanglement_strength: f64,
    pub tunneling_events: usize,
    pub tolerance: f64,
}

Expand description

Advanced Quantum-Inspired Optimizer

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§quantum_state: QuantumState

Quantum state representation

§annealing_schedule: QuantumAnnealingSchedule

Annealing schedule

§best_solution: Array1<f64>

Best solution found

§best_objective: f64

Best objective value

§iteration: usize

Current iteration

§max_nit: usize

Maximum iterations

§function_evaluations: usize

Objective function evaluations

§interference_history: VecDeque<f64>

Quantum interference patterns

§entanglement_strength: f64

Entanglement strength tracker

§tunneling_events: usize

Tunneling event counter

§tolerance: f64

Convergence tolerance

Implementations§

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impl QuantumInspiredOptimizer

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pub fn new( initial_params: &ArrayView1<'_, f64>, max_nit: usize, num_quantum_states: usize, ) -> Self

Create new quantum-inspired optimizer

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pub fn optimize<F>( &mut self, objective: F, ) -> OptimizeResult<OptimizeResults<f64>>
where F: Fn(&ArrayView1<'_, f64>) -> f64,

Run quantum-inspired optimization

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pub fn get_quantum_stats(&self) -> QuantumOptimizationStats

Get optimization statistics

Trait Implementations§

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impl Clone for QuantumInspiredOptimizer

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fn clone(&self) -> QuantumInspiredOptimizer

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 Debug for QuantumInspiredOptimizer

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for QuantumInspiredOptimizer

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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> 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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