CADETProcess.optimization.OptimizationProblem.create_population#
- OptimizationProblem.create_population(X: ndarray, F: ndarray = None, G: ndarray | None = None, M: ndarray | None = None, F_min: ndarray | None = None, CV: ndarray | None = None, cv_tol: float = 0.0, M_min: ndarray | None = None) Population[source]#
Create new population from data.
- Parameters:
- Xnp.ndarray
Variable values in untransformed space.
- Fnp.ndarray
Objective values.
- Gnp.ndarray
Nonlinear constraint values.
- Mnp.ndarray
Meta score values.
- F_minnp.ndarray
Minimized objective values.
- CVnp.ndarray
Nonlinear constraints violation.
- cv_tolfloat
Tolerance for constraints violation.
- M_minnp.ndarray
Minimized meta score values.
- Returns:
- Population
The newly created population.