pub struct PointMutation {
pub mutation_probability: f64,
pub function_probability: f64,
}Expand description
Point mutation for tree genomes (genetic programming)
Selects a random node and replaces it with a new random node of the same type. For function nodes, the replacement has the same arity. For terminal nodes, another random terminal is selected.
This is a non-destructive mutation that preserves tree structure while changing individual nodes.
Fields§
§mutation_probability: f64Per-node mutation probability
function_probability: f64Probability of selecting a function node (vs terminal)
Implementations§
Source§impl PointMutation
impl PointMutation
Sourcepub fn new() -> Self
pub fn new() -> Self
Create a new point mutation with default settings
Defaults: 0.1 per-node probability, 0.9 function probability
Sourcepub fn with_probability(self, probability: f64) -> Self
pub fn with_probability(self, probability: f64) -> Self
Set the per-node mutation probability
Sourcepub fn with_function_probability(self, probability: f64) -> Self
pub fn with_function_probability(self, probability: f64) -> Self
Set the function selection probability
Trait Implementations§
Source§impl Clone for PointMutation
impl Clone for PointMutation
Source§fn clone(&self) -> PointMutation
fn clone(&self) -> PointMutation
Returns a duplicate of the value. Read more
1.0.0 · 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 PointMutation
impl Debug for PointMutation
Source§impl Default for PointMutation
impl Default for PointMutation
Source§impl<T: Terminal, F: Function> MutationOperator<TreeGenome<T, F>> for PointMutation
impl<T: Terminal, F: Function> MutationOperator<TreeGenome<T, F>> for PointMutation
Source§fn mutate<R: Rng>(&self, genome: &mut TreeGenome<T, F>, rng: &mut R)
fn mutate<R: Rng>(&self, genome: &mut TreeGenome<T, F>, rng: &mut R)
Apply mutation to a genome in place
Source§fn mutation_probability(&self) -> f64
fn mutation_probability(&self) -> f64
Get the mutation probability per gene
Auto Trait Implementations§
impl Freeze for PointMutation
impl RefUnwindSafe for PointMutation
impl Send for PointMutation
impl Sync for PointMutation
impl Unpin for PointMutation
impl UnsafeUnpin for PointMutation
impl UnwindSafe for PointMutation
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 more§impl<T> Pointable for T
impl<T> Pointable for T
§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
§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 more§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).§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.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.