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OptimizationRecorder

Struct OptimizationRecorder 

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pub struct OptimizationRecorder { /* private fields */ }
Expand description

Records optimization progress for every function evaluation

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impl OptimizationRecorder

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pub fn new(function_name: String) -> Self

Create a new optimization recorder for the given function Uses the default records directory under AUTOEQ_DIR/data_generated/records

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pub fn with_output_dir(function_name: String, output_dir: String) -> Self

Create a new optimization recorder with custom output directory

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pub fn record_evaluation(&self, x: &Array1<f64>, f_value: f64)

Record a single function evaluation

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pub fn set_generation(&self, generation: usize)

Set the current generation number

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pub fn create_callback( &self, ) -> Box<dyn FnMut(&DEIntermediate) -> CallbackAction + Send>

Create a callback function that updates generation number

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pub fn finalize(&self) -> Result<Vec<String>, Box<dyn Error>>

Save any remaining records and finalize

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pub fn get_stats(&self) -> (usize, Option<f64>, usize)

Get evaluation statistics

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pub fn save_to_csv(&self, output_dir: &str) -> Result<String, Box<dyn Error>>

Legacy method: Save all recorded iterations to a CSV file (for compatibility)

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pub fn get_records(&self) -> Vec<OptimizationRecord>

Get a copy of all recorded iterations (legacy compatibility - returns empty)

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pub fn num_iterations(&self) -> usize

Get the number of evaluations recorded

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pub fn clear(&self)

Clear all recorded evaluations

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pub fn get_best_solution(&self) -> Option<(Vec<f64>, f64)>

Get the final best solution if any evaluations were recorded

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impl Debug for OptimizationRecorder

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

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fn type_id(&self) -> TypeId

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

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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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<U> 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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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
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fn vzip(self) -> V