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final case class Config(pd: PD = PD.Uniform, epsilon: Double = 0.02, epsilon2: Double = 0.01, beta: Double = 0.001, alpha: Double = 0.001, lambda: Double = 1.0/100, utility: Double = 4.0, seed: Long = 0L, maxNodes0: Int = 1000, maxEdges0: Int = 6000, maxEdgeAge: Int = 80, maxNeighbors: Int = 10, observer: Observer = Observer.Dummy) extends Product with Serializable

Configuration of the algorithm.

pd

probability distribution function

epsilon

adaptation factor for 'winner' (factor of moving winner node towards pd-emitted position)

epsilon2

adaptation factor for neighbours of 'winner' (factor of moving neighbour nodes towards pd-emitted position)

beta

controls decay of errors and utilities (decay is 1.0 - beta)

alpha

controls decay of errors and utilities for winning nodes (when inserting a new node between them; decay is 1.0 - alpha)

lambda

probability of inserting a node (each step)

utility

scaling factor such that a node is deleted when utility * node-utility < max-error

seed

random number generator initial seed value

maxNodes0

initial maximum number of nodes. note that when changing maxNodes later, the values are always clipped to maxNodes0 (there will never be more than maxNodes0 nodes).

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Instance Constructors

  1. new Config(pd: PD = PD.Uniform, epsilon: Double = 0.02, epsilon2: Double = 0.01, beta: Double = 0.001, alpha: Double = 0.001, lambda: Double = 1.0/100, utility: Double = 4.0, seed: Long = 0L, maxNodes0: Int = 1000, maxEdges0: Int = 6000, maxEdgeAge: Int = 80, maxNeighbors: Int = 10, observer: Observer = Observer.Dummy)

    pd

    probability distribution function

    epsilon

    adaptation factor for 'winner' (factor of moving winner node towards pd-emitted position)

    epsilon2

    adaptation factor for neighbours of 'winner' (factor of moving neighbour nodes towards pd-emitted position)

    beta

    controls decay of errors and utilities (decay is 1.0 - beta)

    alpha

    controls decay of errors and utilities for winning nodes (when inserting a new node between them; decay is 1.0 - alpha)

    lambda

    probability of inserting a node (each step)

    utility

    scaling factor such that a node is deleted when utility * node-utility < max-error

    seed

    random number generator initial seed value

    maxNodes0

    initial maximum number of nodes. note that when changing maxNodes later, the values are always clipped to maxNodes0 (there will never be more than maxNodes0 nodes).

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. val alpha: Double
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val beta: Double
  7. def clone(): AnyRef
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  8. val epsilon: Double
  9. val epsilon2: Double
  10. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  11. def finalize(): Unit
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  12. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  13. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  14. val lambda: Double
  15. val maxEdgeAge: Int
  16. val maxEdges0: Int
  17. val maxNeighbors: Int
  18. val maxNodes0: Int
  19. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  21. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  22. val observer: Observer
  23. val pd: PD
  24. def productElementNames: Iterator[String]
    Definition Classes
    Product
  25. val seed: Long
  26. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  27. val utility: Double
  28. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  29. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  30. final def wait(arg0: Long): Unit
    Definition Classes
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    @throws(classOf[java.lang.InterruptedException]) @native()

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