Whole Arithmetic Recombination
Explore how whole arithmetic recombination mathematically combines genes from parent chromosomes to generate new real-value solutions. Understand its formula, implementation in Elixir, and its effects on convergence. Discover when and how to apply this crossover strategy for optimizing genetic algorithm performance.
We'll cover the following...
What is whole arithmetic recombination?
Whole arithmetic recombination is a crossover strategy for real-value chromosomes that mathematically mixes each gene of the parents to produce children. Whole arithmetic recombination takes a percentage of each parent gene and adds them to produce new solutions. The percentage of each parent gene present in the child gene is determined by an alpha parameter.
Whole arithmetic recombination combines genes according to the formula:
...