picos.reforms.reform_constraint

Reformulations that concern a particular type of constraint.

The reformulations’ logic is not found here but defined within the constraint classes in the form of a constraint conversion class.

Outline

Classes

AbsoluteValueToAffineReformulation	Reformulation created from AbsoluteValueConstraint.AffineConversion.
BallUncertainNormToRobustReformulation	Reformulation created from BallUncertainNormConstraint.RobustConversion.
ComplexAffineToRealReformulation	Reformulation created from ComplexAffineConstraint.RealConversion.
ComplexLMIToRealReformulation	Reformulation created from ComplexLMIConstraint.RealConversion.
ConicQuadraticReformulation	Reformulation created from ConicQuadraticConstraint.Conversion.
ConicallyUncertainAffineToRobustReformulation	Reformulation created from ConicallyUncertainAffineConstraint.RobustConversion.
ConvexQuadraticToConicReformulation	Reformulation created from ConvexQuadraticConstraint.ConicConversion.
DetRootNReformulation	Reformulation created from DetRootNConstraint.Conversion.
ExtremumReformulation	Reformulation created from ExtremumConstraint.Conversion.
FlowReformulation	Reformulation created from FlowConstraint.Conversion.
GeometricMeanToRSOCReformulation	Reformulation created from GeometricMeanConstraint.RSOCConversion.
KullbackLeiblerToExpConeReformulation	Reformulation created from KullbackLeiblerConstraint.ExpConeConversion.
LogSumExpToExpConeReformulation	Reformulation created from LogSumExpConstraint.ExpConeConversion.
LogToExpConeReformulation	Reformulation created from LogConstraint.ExpConeConversion.
MatrixNormToVectorNormReformulation	Reformulation created from MatrixNormConstraint.VectorNormConversion.
MomentAmbiguousExtremumAffineToDistributionallyRobustReformulation	Reformulation created from MomentAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion.
MomentAmbiguousSquaredNormToDistributionallyRobustReformulation	Reformulation created from MomentAmbiguousSquaredNormConstraint.DistributionallyRobustConversion.
NuclearNormReformulation	Reformulation created from NuclearNormConstraint.Conversion.
PowerTraceReformulation	Reformulation created from PowerTraceConstraint.Conversion.
ProductConeReformulation	Reformulation created from ProductConeConstraint.Conversion.
ScenarioUncertainConicToRobustReformulation	Reformulation created from ScenarioUncertainConicConstraint.RobustConversion.
SimplexToAffineReformulation	Reformulation created from SimplexConstraint.AffineConversion.
SpectralNormReformulation	Reformulation created from SpectralNormConstraint.Conversion.
SquaredNormToConicReformulation	Reformulation created from SquaredNormConstraint.ConicConversion.
SumExponentialsToConicReformulation	Reformulation created from SumExponentialsConstraint.ConicConversion.
SumExponentialsToLogSumExpReformulation	Reformulation created from SumExponentialsConstraint.LogSumExpConversion.
SumExtremesReformulation	Reformulation created from SumExtremesConstraint.Conversion.
VectorNormReformulation	Reformulation created from VectorNormConstraint.Conversion.
WassersteinAmbiguousExtremumAffineToDistributionallyRobustReformulation	Reformulation created from WassersteinAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion.
WassersteinAmbiguousSquaredNormToDistributionallyRobustReformulation	Reformulation created from WassersteinAmbiguousSquaredNormConstraint.DistributionallyRobustConversion.

Classes

AbsoluteValueToAffineReformulation

class picos.reforms.reform_constraint.AbsoluteValueToAffineReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from AbsoluteValueConstraint.AffineConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_absolute.AbsoluteValueConstraint

CONVERSION_TYPE

alias of picos.constraints.con_absolute.AbsoluteValueConstraint.AffineConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

BallUncertainNormToRobustReformulation

class picos.reforms.reform_constraint.BallUncertainNormToRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from BallUncertainNormConstraint.RobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_ball_norm.BallUncertainNormConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_ball_norm.BallUncertainNormConstraint.RobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ComplexAffineToRealReformulation

class picos.reforms.reform_constraint.ComplexAffineToRealReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ComplexAffineConstraint.RealConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_affine.ComplexAffineConstraint

CONVERSION_TYPE

alias of picos.constraints.con_affine.ComplexAffineConstraint.RealConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ComplexLMIToRealReformulation

class picos.reforms.reform_constraint.ComplexLMIToRealReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ComplexLMIConstraint.RealConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_lmi.ComplexLMIConstraint

CONVERSION_TYPE

alias of picos.constraints.con_lmi.ComplexLMIConstraint.RealConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ConicQuadraticReformulation

class picos.reforms.reform_constraint.ConicQuadraticReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ConicQuadraticConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_quadratic.ConicQuadraticConstraint

CONVERSION_TYPE

alias of picos.constraints.con_quadratic.ConicQuadraticConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ConicallyUncertainAffineToRobustReformulation

class picos.reforms.reform_constraint.ConicallyUncertainAffineToRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ConicallyUncertainAffineConstraint.RobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_conic_aff.ConicallyUncertainAffineConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_conic_aff.ConicallyUncertainAffineConstraint.RobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ConvexQuadraticToConicReformulation

class picos.reforms.reform_constraint.ConvexQuadraticToConicReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ConvexQuadraticConstraint.ConicConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_quadratic.ConvexQuadraticConstraint

CONVERSION_TYPE

alias of picos.constraints.con_quadratic.ConvexQuadraticConstraint.ConicConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

DetRootNReformulation

class picos.reforms.reform_constraint.DetRootNReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from DetRootNConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_detrootn.DetRootNConstraint

CONVERSION_TYPE

alias of picos.constraints.con_detrootn.DetRootNConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ExtremumReformulation

class picos.reforms.reform_constraint.ExtremumReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ExtremumConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_extremum.ExtremumConstraint

CONVERSION_TYPE

alias of picos.constraints.con_extremum.ExtremumConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

FlowReformulation

class picos.reforms.reform_constraint.FlowReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from FlowConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_flow.FlowConstraint

CONVERSION_TYPE

alias of picos.constraints.con_flow.FlowConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

GeometricMeanToRSOCReformulation

class picos.reforms.reform_constraint.GeometricMeanToRSOCReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from GeometricMeanConstraint.RSOCConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_geomean.GeometricMeanConstraint

CONVERSION_TYPE

alias of picos.constraints.con_geomean.GeometricMeanConstraint.RSOCConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

KullbackLeiblerToExpConeReformulation

class picos.reforms.reform_constraint.KullbackLeiblerToExpConeReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from KullbackLeiblerConstraint.ExpConeConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_kldiv.KullbackLeiblerConstraint

CONVERSION_TYPE

alias of picos.constraints.con_kldiv.KullbackLeiblerConstraint.ExpConeConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

LogSumExpToExpConeReformulation

class picos.reforms.reform_constraint.LogSumExpToExpConeReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from LogSumExpConstraint.ExpConeConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_logsumexp.LogSumExpConstraint

CONVERSION_TYPE

alias of picos.constraints.con_logsumexp.LogSumExpConstraint.ExpConeConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

LogToExpConeReformulation

class picos.reforms.reform_constraint.LogToExpConeReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from LogConstraint.ExpConeConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_log.LogConstraint

CONVERSION_TYPE

alias of picos.constraints.con_log.LogConstraint.ExpConeConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

MatrixNormToVectorNormReformulation

class picos.reforms.reform_constraint.MatrixNormToVectorNormReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from MatrixNormConstraint.VectorNormConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_matnorm.MatrixNormConstraint

CONVERSION_TYPE

alias of picos.constraints.con_matnorm.MatrixNormConstraint.VectorNormConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

MomentAmbiguousExtremumAffineToDistributionallyRobustReformulation

class picos.reforms.reform_constraint.MomentAmbiguousExtremumAffineToDistributionallyRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from MomentAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_mom_pwl.MomentAmbiguousExtremumAffineConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_mom_pwl.MomentAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

MomentAmbiguousSquaredNormToDistributionallyRobustReformulation

class picos.reforms.reform_constraint.MomentAmbiguousSquaredNormToDistributionallyRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from MomentAmbiguousSquaredNormConstraint.DistributionallyRobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_mom_sqnorm.MomentAmbiguousSquaredNormConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_mom_sqnorm.MomentAmbiguousSquaredNormConstraint.DistributionallyRobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

NuclearNormReformulation

class picos.reforms.reform_constraint.NuclearNormReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from NuclearNormConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_matnorm.NuclearNormConstraint

CONVERSION_TYPE

alias of picos.constraints.con_matnorm.NuclearNormConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

PowerTraceReformulation

class picos.reforms.reform_constraint.PowerTraceReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from PowerTraceConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_powtrace.PowerTraceConstraint

CONVERSION_TYPE

alias of picos.constraints.con_powtrace.PowerTraceConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ProductConeReformulation

class picos.reforms.reform_constraint.ProductConeReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ProductConeConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_prodcone.ProductConeConstraint

CONVERSION_TYPE

alias of picos.constraints.con_prodcone.ProductConeConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

ScenarioUncertainConicToRobustReformulation

class picos.reforms.reform_constraint.ScenarioUncertainConicToRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from ScenarioUncertainConicConstraint.RobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_scen_conic.ScenarioUncertainConicConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_scen_conic.ScenarioUncertainConicConstraint.RobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SimplexToAffineReformulation

class picos.reforms.reform_constraint.SimplexToAffineReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SimplexConstraint.AffineConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_simplex.SimplexConstraint

CONVERSION_TYPE

alias of picos.constraints.con_simplex.SimplexConstraint.AffineConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SpectralNormReformulation

class picos.reforms.reform_constraint.SpectralNormReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SpectralNormConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_matnorm.SpectralNormConstraint

CONVERSION_TYPE

alias of picos.constraints.con_matnorm.SpectralNormConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SquaredNormToConicReformulation

class picos.reforms.reform_constraint.SquaredNormToConicReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SquaredNormConstraint.ConicConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_sqnorm.SquaredNormConstraint

CONVERSION_TYPE

alias of picos.constraints.con_sqnorm.SquaredNormConstraint.ConicConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SumExponentialsToConicReformulation

class picos.reforms.reform_constraint.SumExponentialsToConicReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SumExponentialsConstraint.ConicConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_sumexp.SumExponentialsConstraint

CONVERSION_TYPE

alias of picos.constraints.con_sumexp.SumExponentialsConstraint.ConicConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SumExponentialsToLogSumExpReformulation

class picos.reforms.reform_constraint.SumExponentialsToLogSumExpReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SumExponentialsConstraint.LogSumExpConversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_sumexp.SumExponentialsConstraint

CONVERSION_TYPE

alias of picos.constraints.con_sumexp.SumExponentialsConstraint.LogSumExpConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

SumExtremesReformulation

class picos.reforms.reform_constraint.SumExtremesReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from SumExtremesConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_sumxtr.SumExtremesConstraint

CONVERSION_TYPE

alias of picos.constraints.con_sumxtr.SumExtremesConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

VectorNormReformulation

class picos.reforms.reform_constraint.VectorNormReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from VectorNormConstraint.Conversion.

CONSTRAINT_TYPE

alias of picos.constraints.con_vecnorm.VectorNormConstraint

CONVERSION_TYPE

alias of picos.constraints.con_vecnorm.VectorNormConstraint.Conversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

WassersteinAmbiguousExtremumAffineToDistributionallyRobustReformulation

class picos.reforms.reform_constraint.WassersteinAmbiguousExtremumAffineToDistributionallyRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from WassersteinAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_ws_pwl.WassersteinAmbiguousExtremumAffineConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_ws_pwl.WassersteinAmbiguousExtremumAffineConstraint.DistributionallyRobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.

WassersteinAmbiguousSquaredNormToDistributionallyRobustReformulation

class picos.reforms.reform_constraint.WassersteinAmbiguousSquaredNormToDistributionallyRobustReformulation(theObject)

Bases: picos.reforms.reformulation.Reformulation

Reformulation created from WassersteinAmbiguousSquaredNormConstraint.DistributionallyRobustConversion.

CONSTRAINT_TYPE

alias of picos.constraints.uncertain.ucon_ws_sqnorm.WassersteinAmbiguousSquaredNormConstraint

CONVERSION_TYPE

alias of picos.constraints.uncertain.ucon_ws_sqnorm.WassersteinAmbiguousSquaredNormConstraint.DistributionallyRobustConversion

__init__(theObject)

Implement __init__.

backward(solution)

Implement backward.

forward()

Implement forward.

classmethod predict(footprint)

Implement predict.

classmethod supports(footprint)

Implement supports.

update()

Implement update.