org.encog.ml.bayesian.query

Class BasicQuery

java.lang.Object

org.encog.ml.bayesian.query.BasicQuery

All Implemented Interfaces:

Serializable, Cloneable, BayesianQuery

Direct Known Subclasses:

EnumerationQuery, SamplingQuery

public abstract class BasicQuery
extends Object
implements BayesianQuery, Serializable

Provides basic functionality for a Bayesian query. This class is abstract, and is not used directly. Rather, other queries make use of it.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BasicQuery() Default constructor.
BasicQuery(BayesianNetwork theNetwork)

Method Summary

Methods

Modifier and Type	Method and Description
BayesianQuery	clone()
void	defineEventType(BayesianEvent event, EventType et) Define an event type to be either hidden(default), evidence(input) or outcome (output).
void	finalizeStructure()
Map<BayesianEvent,EventState>	getEvents()
EventState	getEventState(BayesianEvent event) Get the event state for a given event.
EventType	getEventType(BayesianEvent event) Get the event type.
List<BayesianEvent>	getEvidenceEvents()
BayesianNetwork	getNetwork()
List<BayesianEvent>	getOutcomeEvents()
String	getProblem()
protected boolean	isNeededEvidence()
void	locateEventTypes() Called to locate the evidence and outcome events.
void	reset() Reset all event types back to hidden.
protected boolean	satisfiesDesiredOutcome()
void	setEventValue(BayesianEvent event, boolean b) Set the event value to a boolean.
void	setEventValue(BayesianEvent event, int d) Set the event value as a class item.

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.encog.ml.bayesian.query.BayesianQuery

execute, getProbability

Constructor Detail

BasicQuery

public BasicQuery()

Default constructor.

BasicQuery

public BasicQuery(BayesianNetwork theNetwork)

Method Detail

finalizeStructure

public void finalizeStructure()

Specified by:

finalizeStructure in interface BayesianQuery

getNetwork

public BayesianNetwork getNetwork()

Specified by:

getNetwork in interface BayesianQuery

Returns:

The Bayesian network that we are using this query for.

getEvents

public Map<BayesianEvent,EventState> getEvents()

Specified by:

getEvents in interface BayesianQuery

Returns:

A mapping of events to event states.

getEvidenceEvents

public List<BayesianEvent> getEvidenceEvents()

Specified by:

getEvidenceEvents in interface BayesianQuery

Returns:

The evidence events (inputs).

getOutcomeEvents

public List<BayesianEvent> getOutcomeEvents()

Specified by:

getOutcomeEvents in interface BayesianQuery

Returns:

The outcome events (outputs).

locateEventTypes

public void locateEventTypes()

Called to locate the evidence and outcome events.

Specified by:

locateEventTypes in interface BayesianQuery

reset

public void reset()

Reset all event types back to hidden.

Specified by:

reset in interface BayesianQuery

defineEventType

public void defineEventType(BayesianEvent event,
                   EventType et)

Define an event type to be either hidden(default), evidence(input) or outcome (output).

Specified by:

defineEventType in interface BayesianQuery

Parameters:

event - The event to define.

et - THe new event type.

getEventState

public EventState getEventState(BayesianEvent event)

Get the event state for a given event.

Specified by:

getEventState in interface BayesianQuery

Parameters:

event - The event to get the state for.

Returns:

The event state.

getEventType

public EventType getEventType(BayesianEvent event)

Get the event type.

Specified by:

getEventType in interface BayesianQuery

Parameters:

event - The event to check.

Returns:

The current event type for this event.

isNeededEvidence

protected boolean isNeededEvidence()

Returns:

Determines if the evidence events have values that satisfy the needed case. This is used for sampling.

satisfiesDesiredOutcome

protected boolean satisfiesDesiredOutcome()

Returns:

True, if the current state satisifies the desired outcome.

setEventValue

public void setEventValue(BayesianEvent event,
                 boolean b)

Set the event value to a boolean.

Specified by:

setEventValue in interface BayesianQuery

Parameters:

event - The event.

b - The value.

setEventValue

public void setEventValue(BayesianEvent event,
                 int d)

Set the event value as a class item.

Specified by:

setEventValue in interface BayesianQuery

Parameters:

event - The event to set.

d - An integer class item.

getProblem

public String getProblem()

Specified by:

getProblem in interface BayesianQuery

Returns:

Return a string that represents this query as a probability "problem".

clone

public BayesianQuery clone()

Specified by:

clone in interface BayesianQuery

Overrides:

clone in class Object