Configuration

Genex offers a number of customization options. This is a comprehensive list.

Defaults

:population_size: 100
:crossover_type: :single_point
:parent_selection: :natural
:survivor_selection: :natural
:mutation_type: :scramble
:crossover_rate: 0.75
:mutation_rate: 0.05

`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 (requires upper_bound and lower_bound parameters set)
:polynomial_bounded (requires upper_bound, lower_bound and eta parameters set)
:none