com.cra.figaro.algorithm.sampling

AnytimeMetropolisHastingsAnnealer

class AnytimeMetropolisHastingsAnnealer extends MetropolisHastingsAnnealer with AnytimeMPESampler

Anytime Metropolis-Hastings annealer.

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Inherited
  1. AnytimeMetropolisHastingsAnnealer
  2. AnytimeMPESampler
  3. AnytimeMPE
  4. AnytimeSampler
  5. Anytime
  6. MetropolisHastingsAnnealer
  7. UnweightedAnnealer
  8. Sampler
  9. MPEAlgorithm
  10. Algorithm
  11. AnyRef
  12. Any
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  1. Public
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Instance Constructors

  1. new AnytimeMetropolisHastingsAnnealer(universe: Universe, scheme: ProposalScheme, annealSchedule: Schedule, burnIn: Int, interval: Int, targets: Element[_]*)

    annealSchedule

    The schedule that determines how to anneal the model

    burnIn

    The number of iterations to run before annealing starts

    interval

    The number of iterations to perform before recording the annealing state

Type Members

  1. case class ComputeMostLikelyValue[T](target: Element[T]) extends Service with Product with Serializable

    A message instructing the handler to compute the most likely value of the target element.

    A message instructing the handler to compute the most likely value of the target element.

    Definition Classes
    AnytimeMPE
  2. case class MostLikelyValue[T](value: T) extends Response with Product with Serializable

    A message from the handler containing the most likely value of the previously requested element.

    A message from the handler containing the most likely value of the previously requested element.

    Definition Classes
    AnytimeMPE
  3. class Runner extends Actor

    A class representing the actor running the algorithm.

    A class representing the actor running the algorithm.

    Definition Classes
    Anytime

Value Members

  1. final def !=(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  4. var active: Boolean

    Attributes
    protected
    Definition Classes
    Algorithm
  5. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  6. var bestEnergy: Double

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  7. var bestState: Map[Element[_], Any]

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  8. val blockSize: Int

    Number of samples that should be taken in a single step of the algorithm.

    Number of samples that should be taken in a single step of the algorithm.

    Definition Classes
    AnytimeSampler
  9. def cleanUp(): Unit

    Clean up the annealer, freeing memory.

    Clean up the annealer, freeing memory.

    Definition Classes
    AnytimeMetropolisHastingsAnnealerAlgorithm
  10. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. def computeEnergy: Double

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  12. val currentConstraintValues: Map[Element[_], Double]

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  13. var currentEnergy: Double

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  14. val customConf: Config

    The actor running the algorithm.

    The actor running the algorithm.

    Definition Classes
    Anytime
  15. var debug: Boolean

    Set this flag to true to obtain debugging information.

    Set this flag to true to obtain debugging information.

    Definition Classes
    MetropolisHastingsAnnealer
  16. def doInitialize(): Unit

    Attributes
    protected
    Definition Classes
    MetropolisHastingsAnnealer
  17. def doKill(): Unit

    Attributes
    protected
    Definition Classes
    AnytimeAlgorithm
  18. def doResume(): Unit

    Attributes
    protected
    Definition Classes
    AnytimeAlgorithm
  19. final def doSample(): Unit

    Attributes
    protected
    Definition Classes
    MetropolisHastingsAnnealerUnweightedAnnealerSampler
  20. def doStart(): Unit

    Attributes
    protected
    Definition Classes
    AnytimeAlgorithm
  21. def doStop(): Unit

    Attributes
    protected
    Definition Classes
    AnytimeAlgorithm
  22. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  23. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  24. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. def getBestEnergy: Double

    Return the best energy computed by the annealer.

    Return the best energy computed by the annealer.

    Definition Classes
    UnweightedAnnealer
  26. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  27. def getCurrentEnergy: Double

    Return the current energy of the annealer.

    Return the current energy of the annealer.

    Definition Classes
    UnweightedAnnealer
  28. def getSampleCount: Int

    Number of samples taken.

    Number of samples taken.

    Definition Classes
    UnweightedAnnealer
  29. def getTemperature: Double

    The current temperature of the model.

    The current temperature of the model.

    Definition Classes
    MetropolisHastingsAnnealer
  30. def handle(service: Service): Response

    A handler of services provided by the algorithm.

    A handler of services provided by the algorithm.

    Definition Classes
    AnytimeMPEAnytime
  31. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  32. def initialize(): Unit

    Initialize the annealer.

    Initialize the annealer.

    Definition Classes
    AnytimeMetropolisHastingsAnnealerAnytimeSamplerAlgorithm
  33. def isActive: Boolean

    Definition Classes
    Algorithm
  34. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  35. def kill(): Unit

    Kill the algorithm so that it is inactive.

    Kill the algorithm so that it is inactive. It will no longer be able to provide answers.Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  36. def lastTransProb: Double

    The last computed transition probability.

    The last computed transition probability.

    Definition Classes
    MetropolisHastingsAnnealer
  37. final def mhStep(annealer: Schedule, iter: Int): State

    Attributes
    protected
    Definition Classes
    MetropolisHastingsAnnealer
  38. def mostLikelyValue[T](target: Element[T]): T

    Returns the most likely value for the target element.

    Returns the most likely value for the target element.

    Definition Classes
    UnweightedAnnealerMPEAlgorithm
  39. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  40. final def notify(): Unit

    Definition Classes
    AnyRef
  41. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  42. def resetCounts(): Unit

    Attributes
    protected
    Definition Classes
    UnweightedAnnealerSampler
  43. def resume(): Unit

    Resume the computation of the algorithm, if it has been stopped.

    Resume the computation of the algorithm, if it has been stopped. Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  44. def runStep(): Unit

    Run a single step of the algorithm.

    Run a single step of the algorithm. The algorithm must be able to provide answers after each step.

    Definition Classes
    AnytimeSamplerAnytime
  45. var runner: ActorRef

    Definition Classes
    Anytime
  46. var running: Boolean

    Definition Classes
    Anytime
  47. final def sample(iter: Int): (Boolean, Double)

    Produce a single sample.

    Produce a single sample.

    Definition Classes
    MetropolisHastingsAnnealerUnweightedAnnealer
  48. var sampleCount: Int

    Attributes
    protected
    Definition Classes
    UnweightedAnnealer
  49. def shutdown: Unit

    Release all resources from this anytime algorithm.

    Release all resources from this anytime algorithm.

    Definition Classes
    Anytime
  50. def start(): Unit

    Start the algorithm and make it active.

    Start the algorithm and make it active. After it returns, the algorithm must be ready to provide answers. Throws AlgorithmActiveException if the algorithm is already active.

    Definition Classes
    Algorithm
  51. def stop(): Unit

    Stop the algorithm from computing.

    Stop the algorithm from computing. The algorithm is still ready to provide answers after it returns. Throws AlgorithmInactiveException if the algorithm is not active.

    Definition Classes
    Algorithm
  52. def stopUpdate(): Unit

    Override the stopUpdate function in anytime to call the sampler update function

    Override the stopUpdate function in anytime to call the sampler update function

    Definition Classes
    AnytimeSamplerAnytime
  53. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  54. var system: ActorSystem

    Definition Classes
    Anytime
  55. def test(numSamples: Int, predicates: Seq[Predicate[_]], elementsToTrack: Seq[Element[_]]): (Map[Predicate[_], Double], Map[Element[_], Double])

    Test Metropolis-Hastings by repeatedly running a single step from the same initial state.

    Test Metropolis-Hastings by repeatedly running a single step from the same initial state. For each of a set of predicates, the fraction of times the predicate is satisfied by the resulting state is returned. By the resulting state, we mean the new state if it is accepted and the original state if not.

    Definition Classes
    MetropolisHastingsAnnealer
  56. def toString(): String

    Definition Classes
    AnyRef → Any
  57. val universe: Universe

    Definition Classes
    UnweightedAnnealerMPEAlgorithm
  58. def update(): Unit

    Attributes
    protected
    Definition Classes
    UnweightedAnnealerSampler
  59. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  60. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  61. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AnytimeMPESampler

Inherited from AnytimeMPE

Inherited from AnytimeSampler

Inherited from Anytime

Inherited from UnweightedAnnealer

Inherited from Sampler

Inherited from MPEAlgorithm

Inherited from Algorithm

Inherited from AnyRef

Inherited from Any

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