Class AddNodeMutation

Add node mutation.

Adds a hidden node to the network.

Hierarchy

Mutation
- AddNodeMutation

Index

Constructors

constructor

Properties

randomActivation

Methods

mutate

Constructors

constructor

new AddNodeMutation(randomActivation?: boolean): AddNodeMutation

- Defined in methods/InstinctMutation.ts:18
Constructs a AddNodeMutation object

Parameters
- Default value randomActivation: boolean = true
  
  Should choose a random activation for a new node?
Returns AddNodeMutation

Properties

Readonly randomActivation

randomActivation: boolean

If enabled, sets a random activation function on the newly created node

Methods

mutate

mutate(network: Network, options?: { maxNodes?: undefined | number }): void

Overrides Mutation.mutate
- Defined in methods/InstinctMutation.ts:35
Mutates the network.

Parameters
- network: Network
  
  The network which gets mutated
- Default value options: { maxNodes?: undefined | number } = {}
  - Optional maxNodes?: undefined | number
    
    Maximum amount of nodes.
Returns void

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