Package ai.libs.jaicore.math.bayesianinference

Class EnumerationBasedBayesianInferenceSolver

java.lang.Object

ai.libs.jaicore.basic.algorithm.AAlgorithm<BayesianInferenceProblem,DiscreteProbabilityDistribution>

ai.libs.jaicore.math.bayesianinference.ABayesianInferenceAlgorithm

ai.libs.jaicore.math.bayesianinference.EnumerationBasedBayesianInferenceSolver

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<DiscreteProbabilityDistribution>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.algorithm.IAlgorithm<BayesianInferenceProblem,DiscreteProbabilityDistribution>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable

public class EnumerationBasedBayesianInferenceSolver
extends ABayesianInferenceAlgorithm

Field Summary

Fields inherited from class ai.libs.jaicore.math.bayesianinference.ABayesianInferenceAlgorithm

allModelVariables, evidence, hiddenVariables, net, queryVariables

Fields inherited from class ai.libs.jaicore.basic.algorithm.AAlgorithm

logger

Constructor Summary

Constructors

Constructor	Description
EnumerationBasedBayesianInferenceSolver(BayesianInferenceProblem input)

Method Summary

Modifier and Type	Method	Description
org.api4.java.algorithm.events.IAlgorithmEvent	nextWithException()
double	sumProbability(java.util.List<java.lang.String> hiddenVariables, int indexOfHiddenVariableToSum, java.util.Map<java.lang.String,java.lang.Boolean> partialAssignment)

Methods inherited from class ai.libs.jaicore.math.bayesianinference.ABayesianInferenceAlgorithm

call, getAllModelVariables, getDistribution, getEvidence, getHiddenVariables, getNet, getQueryVariables, setDistribution

Methods inherited from class ai.libs.jaicore.basic.algorithm.AAlgorithm

activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, cancel, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getConfig, getId, getInput, getLoggerName, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasNext, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, isTimeouted, iterator, next, post, registerActiveThread, registerListener, resolveShutdownInterruptOnCurrentThread, setConfig, setDeadline, setLoggerName, setMaxNumThreads, setNumCPUs, setState, setTimeout, setTimeout, setTimeoutPrecautionOffset, shutdown, terminate, unregisterActiveThread, unregisterThreadAndShutdown

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, remove

Constructor Detail

EnumerationBasedBayesianInferenceSolver

public EnumerationBasedBayesianInferenceSolver(BayesianInferenceProblem input)

Method Detail

nextWithException

public org.api4.java.algorithm.events.IAlgorithmEvent nextWithException()
                                                                 throws java.lang.InterruptedException,
                                                                        org.api4.java.algorithm.exceptions.AlgorithmExecutionCanceledException,
                                                                        org.api4.java.algorithm.exceptions.AlgorithmTimeoutedException,
                                                                        org.api4.java.algorithm.exceptions.AlgorithmException

Throws:

java.lang.InterruptedException

org.api4.java.algorithm.exceptions.AlgorithmExecutionCanceledException

org.api4.java.algorithm.exceptions.AlgorithmTimeoutedException

org.api4.java.algorithm.exceptions.AlgorithmException

sumProbability

public double sumProbability(java.util.List<java.lang.String> hiddenVariables,
                             int indexOfHiddenVariableToSum,
                             java.util.Map<java.lang.String,java.lang.Boolean> partialAssignment)