genetic_algorithm

Module fitness

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Expand description

The search goal to optimize towards (maximize or minimize).

Each problem will usually have its own specific Fitness function, therefore you need to implement it yourself. Because the Fitness function is specific, it is also bound to the Genotype through a trait attribute (no reason to make it generic, as the client implements for a single Genotype type).

See Fitness Trait for examples and further documentation

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Traits§

  • The fitness function, is implemented as a fitness method object.

Type Aliases§

  • This is just a shortcut for <Self::Genotype as Genotype>::Chromosome
  • This is just a shortcut for Self::Genotype
  • This is just a shortcut for Population<<Self::Genotype as Genotype::Chromosome>
  • Use isize for easy handling of scores (ordering, comparing) as floats are tricky in that regard.