Trait/Object

io.github.mandar2812.dynaml.optimization

GlobalOptimizer

Related Docs: object GlobalOptimizer | package optimization

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trait GlobalOptimizer[T <: GloballyOptimizable] extends ModelTuner[T, T]

High level interface defining the core functions of a global optimizer

Linear Supertypes
ModelTuner[T, T], AnyRef, Any
Known Subclasses
CoupledSimulatedAnnealing, GradBasedGlobalOptimizer, GridSearch, ProbGPCommMachine
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Visibility
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Abstract Value Members

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

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    Definition Classes
    ModelTuner

  2. abstract val system: T

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

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  4. final def asInstanceOf[T0]: T0

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    Any

  5. def clone(): AnyRef

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

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

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    AnyRef

  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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  10. 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

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

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    Definition Classes
    ModelTuner

  12. var gridsize: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  13. def hashCode(): Int

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    Definition Classes
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  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
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  15. var logarithmicScale: Boolean

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    Attributes
    protected
    Definition Classes
    ModelTuner

  16. val logger: Logger

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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    Definition Classes
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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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    Definition Classes
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  21. var num_samples: Int

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    Attributes
    protected
    Definition Classes
    ModelTuner

  22. def setGridSize(s: Int): GlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  23. def setLogScale(t: Boolean): GlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  24. def setNumSamples(n: Int): GlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

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

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    Definition Classes
    ModelTuner

  26. def setStepSize(s: Double): GlobalOptimizer.this.type

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    Definition Classes
    ModelTuner

  27. var step: Double

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    Attributes
    protected
    Definition Classes
    ModelTuner

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

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  29. def toString(): String

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  30. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from ModelTuner[T, T]

Inherited from AnyRef

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