Function evolvePopulation

Parameters

• population: Genome[]

• previousSpecies: {
      createdGeneration: number;
      population: Genome[];
      recordFitness: number;
      recordGeneration: number;
      representative: Genome;
  }[]

• innovationHistory: {
      addInnovation: ((c) => number);
      getInnovation: ((c) => number);
  }

  • addInnovation: ((c) => number)

    • • (c): number

      • Track this connection and give it the next innovation number

        Parameters

        • c: Connection

        Returns number

  • getInnovation: ((c) => number)

    • • (c): number

      • Get or create a new innovation to track the current connection.

        Parameters

        • c: Connection

        Returns number

• config: {
      addLinkProbability: number;
      addNodeProbability: number;
      compatibilityModifier: number;
      compatibilityThreshold: number;
      disjointCoefficient: number;
      excessCoefficient: number;
      fitnessSort: FitnessSort;
      hallOfFameSize: number;
      initialPopulationSize: number;
      inputSize: number;
      interspeciesMatingRate: number;
      largeNetworkSize: number;
      loggingPlugins: Logger[];
      mateByAveragingProbability: number;
      mateByChoosingProbability: number;
      mateOnlyProbability: number;
      maxGenerations: number;
      maximumStagnation: number;
      minimumSpeciesSize: number;
      mutateOnlyProbability: number;
      mutateWeightProbability: number;
      nnPlugin: NNPlugin;
      outputSize: number;
      reenableConnectionProbability: number;
      survivalThreshold: number;
      targetSpecies: number;
      weightDifferenceCoefficient: number;
  }

  • addLinkProbability: number

  • addNodeProbability: number

  • compatibilityModifier: number

  • compatibilityThreshold: number

  • disjointCoefficient: number

  • excessCoefficient: number

  • fitnessSort: FitnessSort

  • hallOfFameSize: number

  • initialPopulationSize: number

  • inputSize: number

  • interspeciesMatingRate: number

  • largeNetworkSize: number

  • loggingPlugins: Logger[]

  • mateByAveragingProbability: number

  • mateByChoosingProbability: number

  • mateOnlyProbability: number

  • maxGenerations: number

  • maximumStagnation: number

  • minimumSpeciesSize: number

  • mutateOnlyProbability: number

  • mutateWeightProbability: number

  • nnPlugin: NNPlugin

  • outputSize: number

  • reenableConnectionProbability: number

  • survivalThreshold: number

  • targetSpecies: number

  • weightDifferenceCoefficient: number

• generation: number