CADETProcess.optimization.OptimizationProblem.create_individual#
- OptimizationProblem.create_individual(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) Individual[source]#
Create new individual 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:
- Individual
The newly created individual.