CADETProcess.optimization.OptimizationProblem.create_population#
- OptimizationProblem.create_population(X: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str], F: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] = None, F_min: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] | None = None, G: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] | None = None, CV_nonlincon: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] | None = None, M: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] | None = None, M_min: Buffer | _SupportsArray[dtype[Any]] | _NestedSequence[_SupportsArray[dtype[Any]]] | complex | bytes | str | _NestedSequence[complex | bytes | str] | None = None) Population[source]#
Create new population from data.
- Parameters:
- Xnpt.ArrayLike
Variable values in untransformed space.
- Fnpt.ArrayLike
Objective values.
- F_minnpt.ArrayLike
Minimized objective values.
- Gnpt.ArrayLike
Nonlinear constraint values.
- CV_nonlinconnpt.ArrayLike
Nonlinear constraints violation.
- Mnpt.ArrayLike
Meta score values.
- M_minnpt.ArrayLike
Minimized meta score values.
- Returns:
- Population
The newly created population.