pub struct NSGAII { /* private fields */ }Expand description
NSGA-II (Non-dominated Sorting Genetic Algorithm II) implementation
Implementations§
Source§impl NSGAII
impl NSGAII
Sourcepub fn new(
config: MultiObjectiveConfig,
n_objectives: usize,
n_variables: usize,
) -> Result<Self, OptimizeError>
pub fn new( config: MultiObjectiveConfig, n_objectives: usize, n_variables: usize, ) -> Result<Self, OptimizeError>
Create a new NSGA-II optimizer
Trait Implementations§
Source§impl MultiObjectiveOptimizer for NSGAII
impl MultiObjectiveOptimizer for NSGAII
Source§fn optimize<F>(
&mut self,
objective_function: F,
) -> Result<MultiObjectiveResult, OptimizeError>
fn optimize<F>( &mut self, objective_function: F, ) -> Result<MultiObjectiveResult, OptimizeError>
Optimize the problem
Source§fn initialize_population(&mut self) -> Result<(), OptimizeError>
fn initialize_population(&mut self) -> Result<(), OptimizeError>
Initialize the population
Source§fn evolve_generation<F>(
&mut self,
objective_function: &F,
) -> Result<(), OptimizeError>
fn evolve_generation<F>( &mut self, objective_function: &F, ) -> Result<(), OptimizeError>
Perform one generation/iteration
Source§fn check_convergence(&self) -> bool
fn check_convergence(&self) -> bool
Check convergence criteria
Source§fn get_population(&self) -> &Population
fn get_population(&self) -> &Population
Get current population
Source§fn get_generation(&self) -> usize
fn get_generation(&self) -> usize
Get current generation number
Source§fn get_evaluations(&self) -> usize
fn get_evaluations(&self) -> usize
Get number of function evaluations
Auto Trait Implementations§
impl Freeze for NSGAII
impl RefUnwindSafe for NSGAII
impl Send for NSGAII
impl Sync for NSGAII
impl Unpin for NSGAII
impl UnwindSafe for NSGAII
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> 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.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.