Configuration
Genex offers a number of configuration options. This is a comprehensive list.
To adjust radiation, crossover, and mutation rates, please see the Customization guide.
Configuration options are provided after the use Genex
line in your module.
defmodule MyGeneticAlgorithm do
use Genex, crossover_type: :two_point, mutation_type: :invert
...
end
Defaults
:population_size
:100
:crossover_type
::single_point
:parent_selection
::natural
:survivor_selection
::natural
:mutation_type
::scramble
track_history?
:false
crossover_type
:single_point
:two_point
:uniform
(requires:uniform_crossover_rate
parameter set):blend
(requires:alpha
parameter set):simulated_binary
(requires:eta
parameter set):messy_single_point
:davis_order
parent_selection
and survivor_selection
:natural
:random
:worst
:roulette
:tournament
(requires:tournsize
parameter set):stochastic
mutation_type
:bit_flip
:invert
:scramble
:gaussian
:uniform_integer
(requiresupper_bound
andlower_bound
parameters set):polynomial_bounded
(requiresupper_bound
,lower_bound
andeta
parameters set):none