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QuadraticPenaltyParams ¶

Bases: BaseModel

Implements all constraints through quadratic penalties.

Adds penalty terms to the objective. Adds slack variables for inequality constraints if neccessaray.

Attributes:

Name	Type	Description
`penalty`	`float \| None`	Custom penalty factor for quadratic penalty terms. If none is set, it is automatically determined by taking 10 times the maximum absolute initial bias.

penalty `class-attribute` `instance-attribute` ¶

penalty: float | None = Field(
    default=None,
    ge=0,
    description="Custom penalty factor for quadratic penalty terms. If none set, automatically determined by taking 10 times the maximum absolute initial bias.",
)