Package org.palladiosimulator.envdyn.api.entity.bn

Class DynamicBayesianNetwork<I extends tools.mdsd.probdist.api.entity.Value<?>>

java.lang.Object

tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction<DynamicBayesianNetwork.Trajectory<I>>

org.palladiosimulator.envdyn.api.entity.bn.DynamicBayesianNetwork<I>

All Implemented Interfaces:

ProbabilisticModel<DynamicBayesianNetwork.Trajectory<I>>, tools.mdsd.probdist.api.entity.Conditionable<I>, tools.mdsd.probdist.api.entity.ProbabilityMeasure<DynamicBayesianNetwork.Trajectory<I>>, tools.mdsd.probdist.api.entity.Sampler<DynamicBayesianNetwork.Trajectory<I>>

public class DynamicBayesianNetwork<I extends tools.mdsd.probdist.api.entity.Value<?>>
extends tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction<DynamicBayesianNetwork.Trajectory<I>>
implements ProbabilisticModel<DynamicBayesianNetwork.Trajectory<I>>, tools.mdsd.probdist.api.entity.Conditionable<I>

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	DynamicBayesianNetwork.ConditionalInputValue<I extends tools.mdsd.probdist.api.entity.Value<?>>
static class	DynamicBayesianNetwork.Trajectory<I extends tools.mdsd.probdist.api.entity.Value<?>>

Nested classes/interfaces inherited from interface tools.mdsd.probdist.api.entity.Conditionable

tools.mdsd.probdist.api.entity.Conditionable.Conditional<I extends tools.mdsd.probdist.api.entity.Value<?>>

Field Summary

Fields inherited from class tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction

distSkeleton

Constructor Summary

Constructors

Constructor	Description
DynamicBayesianNetwork(tools.mdsd.probdist.distributiontype.ProbabilityDistributionSkeleton distSkeleton, BayesianNetwork<I> initialDistribution, DynamicBehaviourExtension dynamics, tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<I> probabilityDistributionFactory)

Method Summary

Modifier and Type	Method	Description
BayesianNetwork<I>	getBayesianNetwork()
DynamicBehaviourExtension	getDynamics()
DynamicBayesianNetwork<I>	given(List<tools.mdsd.probdist.api.entity.Conditionable.Conditional<I>> conditionals)
Double	infer(List<DynamicBayesianNetwork.Trajectory<I>> inputs)
void	learn(List<DynamicBayesianNetwork.Trajectory<I>> trainingData)
Double	probability(DynamicBayesianNetwork.Trajectory<I> value)
DynamicBayesianNetwork.Trajectory<I>	sample()
Double	unrollForProbability(DynamicBayesianNetwork.Trajectory<I> traj)
DynamicBayesianNetwork.Trajectory<I>	unrollForSampling(int timeSlices)

Methods inherited from class tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction

getDistributionSkeleton

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

DynamicBayesianNetwork

public DynamicBayesianNetwork(tools.mdsd.probdist.distributiontype.ProbabilityDistributionSkeleton distSkeleton,
 BayesianNetwork<I> initialDistribution,
 DynamicBehaviourExtension dynamics,
 tools.mdsd.probdist.api.factory.IProbabilityDistributionFactory<I> probabilityDistributionFactory)

Method Details

probability

public Double probability(DynamicBayesianNetwork.Trajectory<I> value)

Specified by:

probability in interface tools.mdsd.probdist.api.entity.ProbabilityMeasure<I extends tools.mdsd.probdist.api.entity.Value<?>>

sample

public DynamicBayesianNetwork.Trajectory<I> sample()

Specified by:

sample in interface tools.mdsd.probdist.api.entity.Sampler<I extends tools.mdsd.probdist.api.entity.Value<?>>

infer

public Double infer(List<DynamicBayesianNetwork.Trajectory<I>> inputs)

Specified by:

infer in interface ProbabilisticModel<I extends tools.mdsd.probdist.api.entity.Value<?>>

learn

public void learn(List<DynamicBayesianNetwork.Trajectory<I>> trainingData)

Specified by:

learn in interface ProbabilisticModel<I extends tools.mdsd.probdist.api.entity.Value<?>>

given

public DynamicBayesianNetwork<I> given(List<tools.mdsd.probdist.api.entity.Conditionable.Conditional<I>> conditionals)

Specified by:

given in interface tools.mdsd.probdist.api.entity.Conditionable<I extends tools.mdsd.probdist.api.entity.Value<?>>

getBayesianNetwork

public BayesianNetwork<I> getBayesianNetwork()

getDynamics

public DynamicBehaviourExtension getDynamics()

unrollForProbability

public Double unrollForProbability(DynamicBayesianNetwork.Trajectory<I> traj)

unrollForSampling

public DynamicBayesianNetwork.Trajectory<I> unrollForSampling(int timeSlices)