CADETProcess.optimization.OptimizationProblem.create_individual#
- OptimizationProblem.create_individual(x: ndarray, f: ndarray | None = None, f_minimized: ndarray | None = None, g: ndarray | None = None, cv_nonlincon: ndarray | None = None, m: ndarray | None = None, m_minimized: ndarray | None = None) Individual[source]#
Create new individual from data.
- Parameters:
- xnp.ndarray
Variable values in untransformed space.
- fnp.ndarray
Objective values.
- f_minimizednp.ndarray
Minimized objective values.
- gnp.ndarray
Nonlinear constraint values.
- cv_nonlinconnp.ndarray
Nonlinear constraints violation.
- mnp.ndarray
Meta score values.
- m_minimizednp.ndarray
Minimized meta score values.
- Returns:
- Individual
The newly created individual.