scirs2_optimize::multi_objective::algorithms

Struct MultiObjectiveConfig

pub struct MultiObjectiveConfig {Show 13 fields
    pub population_size: usize,
    pub max_generations: usize,
    pub max_evaluations: Option<usize>,
    pub crossover_probability: f64,
    pub mutation_probability: f64,
    pub mutation_eta: f64,
    pub crossover_eta: f64,
    pub tolerance: f64,
    pub reference_point: Option<Array1<f64>>,
    pub bounds: Option<(Array1<f64>, Array1<f64>)>,
    pub random_seed: Option<u64>,
    pub archive_size: Option<usize>,
    pub neighborhood_size: Option<usize>,
}

Expand description

Configuration for multi-objective optimization algorithms

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§population_size: usize

Population size

§max_generations: usize

Maximum number of generations

§max_evaluations: Option<usize>

Maximum number of function evaluations

§crossover_probability: f64

Crossover probability

§mutation_probability: f64

Mutation probability

§mutation_eta: f64

Mutation strength (eta for polynomial mutation)

§crossover_eta: f64

Crossover distribution index (eta for SBX)

§tolerance: f64

Convergence tolerance for hypervolume

§reference_point: Option<Array1<f64>>

Reference point for hypervolume calculation

§bounds: Option<(Array1<f64>, Array1<f64>)>

Variable bounds (lower, upper)

§random_seed: Option<u64>

Random seed for reproducibility

§archive_size: Option<usize>

Archive size (for algorithms that use archives)

§neighborhood_size: Option<usize>

Neighborhood size (for MOEA/D)

Trait Implementations§

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impl Clone for MultiObjectiveConfig

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fn clone(&self) -> MultiObjectiveConfig

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 MultiObjectiveConfig

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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 MultiObjectiveConfig

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for MultiObjectiveConfig

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> 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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