class

YAGA::Population(T, V)

Inherits Reference < Object

Constants

MUTATION_PERCENT = 10_u8

PERCENT_RANGE = 1_u8..100_u8

SELECTION_BOTS = 8_u32

SIMULATIONS_HISTORY = 400_u64

TOTAL_BOTS = 64_u32

Constructors

new(total_bots : UInt32 = TOTAL_BOTS, selection_bots : UInt32 = SELECTION_BOTS, mutation_percent : UInt8 = MUTATION_PERCENT, crossover_enabled : Bool = true, random : Random = Random.new, &)

Source

new(total_bots : UInt32 = TOTAL_BOTS, selection_bots : UInt32 = SELECTION_BOTS, mutation_percent : UInt8 = MUTATION_PERCENT, crossover_enabled : Bool = true, random : Random = Random.new)

Source

Instance methods

after_evolution

after_simulation

after_training

before_evolution

before_simulation

before_training

bots

crossover

Crossover specific amount of bots with best selection

Source

evolve!(native : Bool = false) : Void

Usually it is not needed to call this method explicitly But there are no restrictions about that Do not use argument native, it is only for internal usage Or selection will not be collected

Source

finalize_evolution

Reset lask part of bots to prevent stagnation

Source

fitness_history

Source

generation

Source

generation=(generation : UInt64)

Source

mutate

Mutate specific amount of bots out of selection

selection

selection_bots

simulate_each

simulate_world

total_bots

train_each(goal : V, generation_cap : UInt64 = 10000_u64, &block : Bot(T, V), UInt64 -> V) : UInt64

Source

train_world(goal : V, generation_cap : UInt64 = 10000_u64, &block : Array(Bot(T, V)), UInt64 -> Void) : UInt64

Source