Module prelude

Used to quickly import everything this crate has to offer. Simply add use genetic_rs::prelude::* to begin using this crate.

Structs

GeneticSim

The simulation controller.

Traits

CrossoverReproduction

Used in crossover-reproducing next_gens

DivisionReproduction

Used in dividually-reproducing next_gens

FitnessFn

Represents a fitness function. Inputs a reference to the genome and outputs an f32.

GenerateRandom

Helper trait used in the generation of random starting populations

GenerateRandomCollection

Blanket trait used on collections that contain objects implementing GenerateRandom

NextgenFn

Represents a nextgen function. Inputs genomes and rewards and produces the next generation

Prunable

Used in pruning next_gens

RandomlyMutable

Used in all of the builtin next_gens to randomly mutate genomes a given amount

Functions

crossover_pruning_nextgen

Prunes half of the genomes and randomly crosses over the remaining ones.

division_pruning_nextgen

When making a new generation, it despawns half of the genomes and then spawns children from the remaining to reproduce.

scrambling_nextgen

When making a new generation, it mutates each genome a certain amount depending on their reward. This nextgen is very situational and should not be your first choice.