Class

sessl.opt4j

DifferentialEvolution

Related Doc: package opt4j

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case class DifferentialEvolution(generations: Int = 1000, alpha: Int = 100, scalingFactor: Double = 0.5) extends Opt4JAlgorithm with _EvolutionaryAlgorithm with Product with Serializable

Represents algorithm for differential evolution. Caution: seems to only support real-valued parameters so far.

generations

the number of generations

alpha

number of individuals per generation

scalingFactor

the scaling factor

See also

DifferentialEvolutionModule

Linear Supertypes
Serializable, Serializable, Product, Equals, _EvolutionaryAlgorithm, Optimizer, Algorithm, Opt4JAlgorithm, AnyRef, Any
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Inherited
  1. DifferentialEvolution
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. _EvolutionaryAlgorithm
  7. Optimizer
  8. Algorithm
  9. Opt4JAlgorithm
  10. AnyRef
  11. Any
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Visibility
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Instance Constructors

  1. new DifferentialEvolution(generations: Int = 1000, alpha: Int = 100, scalingFactor: Double = 0.5)

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    generations

    the number of generations

    alpha

    number of individuals per generation

    scalingFactor

    the scaling factor

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. val alpha: Int

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    number of individuals per generation

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def clone(): AnyRef

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

  7. def create: DifferentialEvolutionModule

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    Factory method.

    Factory method.

    returns

    fully-configured optimizer

    Definition Classes
    DifferentialEvolution → Opt4JAlgorithm

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

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    Definition Classes
    AnyRef

  9. def finalize(): Unit

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

  10. val generations: Int

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    the number of generations

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

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    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  16. val scalingFactor: Double

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    the scaling factor

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

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    Definition Classes
    AnyRef

  18. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from _EvolutionaryAlgorithm

Inherited from Optimizer

Inherited from Algorithm

Inherited from Opt4JAlgorithm

Inherited from AnyRef

Inherited from Any

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