UniformCrossover (Apache Commons Math 3.3 API)

org.apache.commons.math3.genetics

## Class UniformCrossover<T>

- java.lang.Object
- - org.apache.commons.math3.genetics.UniformCrossover<T>

- Type Parameters:
    `T` - generic type of the `AbstractListChromosome`s for crossover
  All Implemented Interfaces:
    CrossoverPolicy

      public class UniformCrossover<T>
      extends Object
      implements CrossoverPolicy

  Perform Uniform Crossover [UX] on the specified chromosomes. A fixed mixing ratio is used to combine genes from the first and second parents, e.g. using a ratio of 0.5 would result in approximately 50% of genes coming from each parent. This is typically a poor method of crossover, but empirical evidence suggests that it is more exploratory and results in a larger part of the problem space being searched.

  This crossover policy evaluates each gene of the parent chromosomes by chosing a uniform random number `p` in the range [0, 1]. If `p` < `ratio`, the parent genes are swapped. This means with a ratio of 0.7, 30% of the genes from the first parent and 70% from the second parent will be selected for the first offspring (and vice versa for the second offspring).

  This policy works only on `AbstractListChromosome`, and therefore it is parameterized by T. Moreover, the chromosomes must have same lengths.

  Since:
    3.1
  Version:
    $Id: UniformCrossover.java 1551014 2013-12-15 10:56:49Z tn $
  See Also:
    Crossover techniques (Wikipedia), Crossover (Obitko.com), Uniform crossover

- - ### Constructor Summary

    Constructors
    Constructor and Description
    `UniformCrossover(double ratio)` Creates a new `UniformCrossover` policy using the given mixing ratio.

  - ### Method Summary

    Methods
    Modifier and Type | Method and Description
    --- | ---
    `ChromosomePair` | `crossover(Chromosome first, Chromosome second)` Perform a crossover operation on the given chromosomes.
    `double` | `getRatio()` Returns the mixing ratio used by this `CrossoverPolicy`.

    - ### Methods inherited from class java.lang.Object

      `clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

- - ### Constructor Detail

    - #### UniformCrossover

          public UniformCrossover(double ratio)
                           throws OutOfRangeException

      Creates a new `UniformCrossover` policy using the given mixing ratio.
      Parameters:
        `ratio` - the mixing ratio
      Throws:
        `OutOfRangeException` - if the mixing ratio is outside the [0, 1] range

  - ### Method Detail

    - #### getRatio

          public double getRatio()

      Returns the mixing ratio used by this `CrossoverPolicy`.
      Returns:
        the mixing ratio

    - #### crossover

          public ChromosomePair crossover(Chromosome first,
                                 Chromosome second)
                                   throws DimensionMismatchException,
                                          MathIllegalArgumentException

      Perform a crossover operation on the given chromosomes.
      Specified by:
        `crossover` in interface `CrossoverPolicy`
      Parameters:
        `first` - the first chromosome.
        `second` - the second chromosome.
      Returns:
        the pair of new chromosomes that resulted from the crossover.
      Throws:
        `MathIllegalArgumentException` - iff one of the chromosomes is not an instance of `AbstractListChromosome`
        `DimensionMismatchException` - if the length of the two chromosomes is different

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