Class

io.github.mandar2812.dynaml.optimization

CoupledSimulatedAnnealing

Related Doc: package optimization

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class CoupledSimulatedAnnealing[M <: GloballyOptimizable] extends AbstractCSA[M, M] with GlobalOptimizer[M]

Implementation of the Coupled Simulated Annealing algorithm for global optimization.

Linear Supertypes
GlobalOptimizer[M], AbstractCSA[M, M], AbstractGridSearch[M, M], ModelTuner[M, M], AnyRef, Any
Known Subclasses
ProbGPCommMachine
Ordering
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Inherited
  1. CoupledSimulatedAnnealing
  2. GlobalOptimizer
  3. AbstractCSA
  4. AbstractGridSearch
  5. ModelTuner
  6. AnyRef
  7. Any
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Visibility
  1. Public
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Instance Constructors

  1. new CoupledSimulatedAnnealing(model: M)

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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
    Definition Classes
    AbstractCSA

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

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    Definition Classes
    AbstractCSA

  6. var alpha: Double

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    Definition Classes
    AbstractCSA

  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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    Definition Classes
    AbstractCSA

  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
    Definition Classes
    AbstractCSA

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

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    Definition Classes
    AbstractCSA

  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 optimize(initialConfig: Map[String, Double], options: Map[String, String] = Map()): (M, Map[String, Double])

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    Definition Classes
    CoupledSimulatedAnnealing → ModelTuner

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

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    Attributes
    protected
    Definition Classes
    AbstractCSA

  30. def setGridSize(s: Int): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  31. def setLogScale(t: Boolean): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  32. def setMaxIterations(m: Int): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    AbstractCSA

  33. def setNumSamples(n: Int): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    ModelTuner

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

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    Definition Classes
    ModelTuner

  35. def setStepSize(s: Double): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    AbstractCSA → AbstractGridSearch → ModelTuner

  36. def setVariant(v: String): CoupledSimulatedAnnealing.this.type

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    Definition Classes
    AbstractCSA

  37. var step: Double

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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    Definition Classes
    AnyRef

  39. val system: M

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    Definition Classes
    AbstractGridSearch → ModelTuner

  40. def toString(): String

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    Definition Classes
    AnyRef → Any

  41. var variant: String

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    Attributes
    protected
    Definition Classes
    AbstractCSA

  42. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from GlobalOptimizer[M]

Inherited from AbstractCSA[M, M]

Inherited from AbstractGridSearch[M, M]

Inherited from ModelTuner[M, M]

Inherited from AnyRef

Inherited from Any

Ungrouped