PipelineParams ¶

Bases: BaseModel

Define the modular FlexQAOA Pipeline.

Attributes:

Name	Type	Description
`penalty`	`PenaltySetting`	General penalty factor settings.
`inequality_to_equality`	`InequalityToEqualityConfig`	Configuration of the "inequality to equality" transformation.
`setpacking_as_onehot`	`SetpackingAsOnehotConfig`	Configuration of the "setpacking to onehot" transformation.
`xy_mixer`	`XYMixerConfig`	Configuration of the XY-mixers.
`indicator_function`	`IndicatorFunctionConfig`	Configuration of the indicator functions.
`sp_quadratic_penalty`	`QuadraticPenaltyConfig`	Configuration of the setpacking quadratic penalty function.
`quadratic_penalty`	`QuadraticPenaltyConfig`	Configuration of the general quadratic penalty function.

indicator_function `class-attribute` `instance-attribute` ¶

indicator_function: IndicatorFunctionConfig = Field(
    default_factory=IndicatorFunctionConfig
)

inequality_to_equality: InequalityToEqualityConfig = Field(
    default_factory=InequalityToEqualityConfig
)

penalty: PenaltySetting = Field(
    default_factory=lambda: PenaltySetting(scaling=2.0)
)

quadratic_penalty: QuadraticPenaltyConfig = Field(
    default_factory=QuadraticPenaltyConfig
)

setpacking_as_onehot: SetpackingAsOnehotConfig = Field(
    default_factory=SetpackingAsOnehotConfig
)

sp_quadratic_penalty: QuadraticPenaltyConfig = Field(
    default_factory=QuadraticPenaltyConfig
)

xy_mixer: XYMixerConfig = Field(default_factory=XYMixerConfig)