Genotype

Struct Genotype 

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pub struct Genotype<C>
where C: Chromosome,
{ /* private fields */ }
Expand description

The Genotype struct represents the genetic makeup of an individual. It is a collection of Chromosome instances, it is essentially a light wrapper around a Vec of Chromosomes. The Genotype struct, however, has some additional functionality and terminology that aligns with the biological concept of a genotype. In traditional biological terms, a Genotype is the set of genes in our DNA that determine a specific trait or set of traits. The Genotype is the ‘genetic’ part of the individual that is being evolved by the genetic algorithm.

We can think of a Genotype as a matrix of strucs which implement the Gene trait where each row is a Chromosome. For example, if we have a Genotype with 2 Chromosomes, each with 3 Genes, it is represented as follows:

Genotype:
[
    Chromosome: [Gene, Gene, Gene],
    Chromosome: [Gene, Gene, Gene]
]

§Type Parameters

  • C: The type of chromosome used in the genotype, which must implement the Chromosome trait.

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impl<C> Genotype<C>
where C: Chromosome,

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pub fn new(chromosomes: Vec<C>) -> Genotype<C>

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pub fn len(&self) -> usize

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pub fn iter(&self) -> Iter<'_, C>

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pub fn iter_mut(&mut self) -> IterMut<'_, C>

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pub fn is_empty(&self) -> bool

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pub fn get(&self, index: usize) -> Option<&C>

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pub fn get_mut(&mut self, index: usize) -> Option<&mut C>

Trait Implementations§

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impl<C> AsRef<[C]> for Genotype<C>
where C: Chromosome,

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fn as_ref(&self) -> &[C]

Converts this type into a shared reference of the (usually inferred) input type.
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impl<C> Clone for Genotype<C>
where C: Clone + Chromosome,

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fn clone(&self) -> Genotype<C>

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<C> Debug for Genotype<C>
where C: Debug + Chromosome,

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

Formats the value using the given formatter. Read more
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impl<C> Default for Genotype<C>
where C: Default + Chromosome,

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fn default() -> Genotype<C>

Returns the “default value” for a type. Read more
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impl<C> From<C> for Genotype<C>
where C: Chromosome,

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fn from(chromosome: C) -> Genotype<C>

Converts to this type from the input type.
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impl<C> From<Genotype<C>> for Phenotype<C>
where C: Chromosome,

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fn from(genotype: Genotype<C>) -> Phenotype<C>

Converts to this type from the input type.
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impl<C> From<Vec<C>> for Genotype<C>
where C: Chromosome,

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fn from(chromosomes: Vec<C>) -> Genotype<C>

Converts to this type from the input type.
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impl<C> Index<usize> for Genotype<C>
where C: Chromosome,

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type Output = C

The returned type after indexing.
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fn index(&self, index: usize) -> &<Genotype<C> as Index<usize>>::Output

Performs the indexing (container[index]) operation. Read more
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impl<C> IndexMut<usize> for Genotype<C>
where C: Chromosome,

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fn index_mut( &mut self, index: usize, ) -> &mut <Genotype<C> as Index<usize>>::Output

Performs the mutable indexing (container[index]) operation. Read more
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impl<C> IntoIterator for Genotype<C>
where C: Chromosome,

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type Item = C

The type of the elements being iterated over.
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type IntoIter = IntoIter<C>

Which kind of iterator are we turning this into?
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fn into_iter(self) -> <Genotype<C> as IntoIterator>::IntoIter

Creates an iterator from a value. Read more
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impl<C> PartialEq for Genotype<C>
where C: PartialEq + Chromosome,

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fn eq(&self, other: &Genotype<C>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<C> Valid for Genotype<C>
where C: Chromosome,

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fn is_valid(&self) -> bool

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impl<C> Send for Genotype<C>
where C: Chromosome,

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impl<C> StructuralPartialEq for Genotype<C>
where C: Chromosome,

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impl<C> Sync for Genotype<C>
where C: Chromosome,

Auto Trait Implementations§

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impl<C> Freeze for Genotype<C>

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impl<C> RefUnwindSafe for Genotype<C>
where C: RefUnwindSafe,

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impl<C> Unpin for Genotype<C>
where C: Unpin,

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impl<C> UnwindSafe for Genotype<C>
where C: UnwindSafe,

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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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impl<T, U> Into<U> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more