Genome

Module for doing operations on Artificial Neural Network Genomes.

Genome represents an ANN genotype

create : Int -> Int -> Genome

Create Genome with specified number of inputs, outputs, a bias node and no hidden nodes or connections

addConnection : Int -> Int -> Float -> Genome -> Genome

Add connection between existing nodes

addNode : Int -> Int -> Genome -> Genome

Add node by replacing existing connection with a node and two connections.

modifyWeight : Int -> Int -> Float -> Genome -> Genome

modifyWeight adds the given modification to a specific connection

convert to string representation

create network from genome

mutate create a mutation generator

= NoMutation

| AddConnection Int Int Float

| AddNode Int Int

| ModifyWeight Int Int Float

Representing a new mutation

Modules