QuadraticObjective¶

class QuadraticObjective(quadratic_program, constant=0.0, linear=None, quadratic=None, sense=ObjSense.MINIMIZE)[fuente]¶

Representation of quadratic objective function of the form: constant + linear * x + x * quadratic * x.

Constructs a quadratic objective function.

Parámetros:

quadratic_program (Any) – The parent quadratic program.
constant (float) – The constant offset of the objective.
linear (ndarray | spmatrix | List[float] | Dict[int | str, float] | None) – The coefficients of the linear part of the objective.
quadratic (ndarray | spmatrix | List[List[float]] | Dict[Tuple[int | str, int | str], float] | None) – The coefficients of the quadratic part of the objective.
sense (ObjSense) – The optimization sense of the objective.

Attributes

`constant`	Returns the constant part of the objective function.
`linear`	Returns the linear part of the objective function.
`quadratic`	Returns the quadratic part of the objective function.
`quadratic_program`	Returns the parent QuadraticProgram.
`sense`	Returns the sense of the objective function.

Methods

`evaluate`(x)	Evaluate the quadratic objective for given variable values.
`evaluate_gradient`(x)	Evaluate the gradient of the quadratic objective for given variable values.