Class/Object

io.github.mandar2812.dynaml.optimization

AbstractCSA

Related Docs: object AbstractCSA | package optimization

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abstract class AbstractCSA[M <: GloballyOptimizable, M1] extends AbstractGridSearch[M, M1]

Skeleton implementation of the Coupled Simulated Annealing algorithm

Linear Supertypes
AbstractGridSearch[M, M1], ModelTuner[M, M1], AnyRef, Any
Known Subclasses
CoupledSimulatedAnnealing, GPMixtureMachine, MixtureMachine, ProbGPCommMachine
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. AbstractCSA
  2. AbstractGridSearch
  3. ModelTuner
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new AbstractCSA(model: M)

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Abstract Value Members

  1. abstract def optimize(initialConfig: Map[String, Double], options: Map[String, String] = Map()): (M1, Map[String, Double])

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    Definition Classes
    ModelTuner

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. var MAX_ITERATIONS: Int

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    Attributes
    protected

  5. def acceptanceTemperature(initialTemp: Double)(k: Int): Double

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  6. var alpha: Double

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  12. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  13. def getEnergyLandscape(initialConfig: Map[String, Double], options: Map[String, String] = Map(), prior: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]] = Map()): List[(Double, Map[String, Double])]

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    Definition Classes
    ModelTuner

  14. def getGrid(initialConfig: Map[String, Double]): Seq[Map[String, Double]]

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    Definition Classes
    ModelTuner

  15. var gridsize: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  16. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  17. var iTemp: Double

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  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  19. var logarithmicScale: Boolean

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    Attributes
    protected
    Definition Classes
    ModelTuner

  20. val logger: Logger

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    Attributes
    protected
    Definition Classes
    AbstractGridSearch → ModelTuner

  21. var meanFieldPrior: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]]

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    Attributes
    protected
    Definition Classes
    ModelTuner

  22. val mutate: (Map[String, Double], Double) ⇒ Map[String, Double]

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    Attributes
    protected

  23. def mutationTemperature(initialTemp: Double)(k: Int): Double

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  24. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  25. final def notify(): Unit

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    Definition Classes
    AnyRef

  26. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  27. var num_samples: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  28. def performCSA(initialConfig: Map[String, Double], options: Map[String, String] = Map()): List[(Double, Map[String, Double])]

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    Attributes
    protected

  29. def setGridSize(s: Int): AbstractCSA.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  30. def setLogScale(t: Boolean): AbstractCSA.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  31. def setMaxIterations(m: Int): AbstractCSA.this.type

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  32. def setNumSamples(n: Int): AbstractCSA.this.type

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    Definition Classes
    ModelTuner

  33. def setPrior(p: Map[String, ContinuousRVWithDistr[Double, ContinuousDistr[Double]]]): AbstractCSA.this.type

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    Definition Classes
    ModelTuner

  34. def setStepSize(s: Double): AbstractCSA.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  35. def setVariant(v: String): AbstractCSA.this.type

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  36. var step: Double

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    Attributes
    protected
    Definition Classes
    ModelTuner

  37. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  38. val system: M

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    Definition Classes
    AbstractGridSearch → ModelTuner

  39. def toString(): String

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    Definition Classes
    AnyRef → Any

  40. var variant: String

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    Attributes
    protected

  41. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  42. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  43. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from AbstractGridSearch[M, M1]

Inherited from ModelTuner[M, M1]

Inherited from AnyRef

Inherited from Any

Ungrouped