Class GeneticProgramming

constructor

• new GeneticProgramming(
      funcs?: (
          "+"
          | "-"
          | "*"
          | "/"
          | ((arg0: number, arg1: number) => number)
      )[],
      size?: number,
  ): GeneticProgramming

  Parameters

  • Optionalfuncs: ("+" | "-" | "*" | "/" | ((arg0: number, arg1: number) => number))[]

    Functions to use

  • Optionalsize: number

    Number of populations per generation

  Returns GeneticProgramming

_funcs

_inputs

_loss

_outDim

_outputs

_progs

_size

_variables

_x

_y

bestPrograms

• get bestPrograms(): Program[]

  Returns Program[]

  Best programs for each outputs

fit

• fit(): number

  Fit model.

  Returns number

init

• init(x: number[][], y: number[][]): void

  Initialize model.

  Parameters

  • x: number[][]

    Training data

  • y: number[][]

    Target values

  Returns void

predict

• predict(x: number[][]): number[][]

  Returns predicted values.

  Parameters

  • x: number[][]

    Sample data

  Returns number[][]

  Predicted values