RandomKeyChromosome

Struct RandomKeyChromosome 

Source
pub struct RandomKeyChromosome {
    pub keys: Vec<f64>,
    /* private fields */
}
Expand description

Random-key chromosome for BRKGA.

Each gene is a floating-point value in [0, 1) that represents a random key. The decoder interprets these keys to construct a solution.

Fields§

§keys: Vec<f64>

Random keys in [0, 1).

Implementations§

Source§

impl RandomKeyChromosome

Source

pub fn new(num_keys: usize) -> Self

Creates a new chromosome with the given number of keys.

Source

pub fn random<R: Rng>(num_keys: usize, rng: &mut R) -> Self

Creates a random chromosome.

Source

pub fn len(&self) -> usize

Returns the number of keys.

Source

pub fn is_empty(&self) -> bool

Returns true if empty.

Source

pub fn fitness(&self) -> f64

Returns the fitness value.

Source

pub fn set_fitness(&mut self, fitness: f64)

Sets the fitness value.

Source

pub fn biased_crossover<R: Rng>( &self, other: &Self, elite_bias: f64, rng: &mut R, ) -> Self

Biased crossover with another chromosome.

For each gene, there’s an elite_bias probability of inheriting from self (the elite parent) and 1 - elite_bias from other.

Source

pub fn decode_as_permutation(&self) -> Vec<usize>

Decodes the random keys into a permutation (sorted indices by key value).

This is the most common decoding: sort items by their random keys to get a placement order.

Source

pub fn decode_as_discrete(&self, key_idx: usize, num_options: usize) -> usize

Decodes a subset of keys as discrete values in a range.

For example, to decode orientation (0-5), use: decode_as_discrete(key_idx, 6) which maps [0, 1) to {0, 1, 2, 3, 4, 5}.

Trait Implementations§

Source§

impl Clone for RandomKeyChromosome

Source§

fn clone(&self) -> RandomKeyChromosome

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
Source§

impl Debug for RandomKeyChromosome

Source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

Source§

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

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

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

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

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

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> CloneToUninit for T
where T: Clone,

Source§

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
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> IntoEither for T

Source§

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
Source§

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
Source§

impl<T> Pointable for T

Source§

const ALIGN: usize

The alignment of pointer.
Source§

type Init = T

The type for initializers.
Source§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
Source§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
Source§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
Source§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
Source§

impl<T> Same for T

Source§

type Output = T

Should always be Self
Source§

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

Source§

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
Source§

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

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
Source§

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
Source§

impl<T> ToOwned for T
where T: Clone,

Source§

type Owned = T

The resulting type after obtaining ownership.
Source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
Source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

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

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V