Class Mutation

Genetic algorithm mutation methods. Creates variations (mutations) in neural networks which are then selected for better performance.

see: Mutation (genetic algorithms) on Wikipedia
see: Selection (genetic algorithms) on Wikipedia

Hierarchy

Mutation

Index

Methods

mutate

Methods

Abstract mutate

mutate(network: Network, options?: undefined | { allowedActivations?: ActivationType[]; maxConnections?: undefined | number; maxGates?: undefined | number; maxNodes?: undefined | number }): void

- Defined in methods/Mutation.ts:24
Mutates a given network.

Parameters
- network: Network
  
  the network to mutate
- Optional options: undefined | { allowedActivations?: ActivationType[]; maxConnections?: undefined | number; maxGates?: undefined | number; maxNodes?: undefined | number }
  
  you can set the max amount of nodes, connections and gates
Returns void

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