pub struct NsgaConfig {
pub bounds: Vec<(f64, f64)>,
pub x0: Option<Array1<f64>>,
pub population_size: usize,
pub maxeval: usize,
pub crossover_prob: f64,
pub mutation_prob: Option<f64>,
pub eta_c: f64,
pub eta_m: f64,
pub variant: NsgaVariant,
pub reference_partitions: usize,
pub seed: Option<u64>,
}Expand description
Configuration for nsga.
Fields§
§bounds: Vec<(f64, f64)>(lower, upper) bounds per parameter.
x0: Option<Array1<f64>>Optional initial individual. Values outside bounds are clipped.
population_size: usizePopulation size. 0 uses max(40, 10 * n_params).
maxeval: usizeMaximum objective evaluations.
crossover_prob: f64Simulated-binary crossover probability.
mutation_prob: Option<f64>Per-variable polynomial mutation probability. None uses 1 / n.
eta_c: f64Simulated-binary crossover distribution index.
eta_m: f64Polynomial mutation distribution index.
variant: NsgaVariantNSGA-II or NSGA-III survival selection.
reference_partitions: usizeDas-Dennis reference-direction partitions for NSGA-III.
0 selects a dimension-dependent default.
seed: Option<u64>Optional RNG seed for deterministic runs.
Trait Implementations§
Source§impl Clone for NsgaConfig
impl Clone for NsgaConfig
Source§fn clone(&self) -> NsgaConfig
fn clone(&self) -> NsgaConfig
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for NsgaConfig
impl Debug for NsgaConfig
Auto Trait Implementations§
impl Freeze for NsgaConfig
impl RefUnwindSafe for NsgaConfig
impl Send for NsgaConfig
impl Sync for NsgaConfig
impl Unpin for NsgaConfig
impl UnsafeUnpin for NsgaConfig
impl UnwindSafe for NsgaConfig
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.