fr.iscpif.mgo.mutation

PolynomialMutation

trait PolynomialMutation extends Mutation with GA

Polynomial mutationolynomial mutation by Deb and Goyal. If is the value of the ith parameter selected for mutation with a probability pm and the result of the mutation is the new value obtained by a polynomial probability distribution. Based on the source code of Jmetal library Author : Antonio J. Nebro <[email protected]> and Juan J. Durillo <[email protected]>

Linear Supertypes
genome.GA, GenomeClamping, RandomGenome, Mutation, archive.A, fitness.F, phenotype.P, genome.G, AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. PolynomialMutation
  2. GA
  3. GenomeClamping
  4. RandomGenome
  5. Mutation
  6. A
  7. F
  8. P
  9. G
  10. AnyRef
  11. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Type Members

  1. abstract type A

    Definition Classes
    A

  2. abstract type F

    Definition Classes
    F

  3. abstract type G

    Definition Classes
    G

  4. abstract type P

    Definition Classes
    P

Abstract Value Members

  1. abstract def clamp(values: SimpleLens[G, Seq[Double]]): SimpleLens[G, Seq[Double]]

    Definition Classes
    GenomeClamping

  2. abstract def distributionIndex: Double

  3. abstract def genomeSize: Int

    Size of the value part of the genome

    Size of the value part of the genome

    Definition Classes
    GA

  4. abstract def randomGenome(implicit rng: Random): G

    Definition Classes
    GA → RandomGenome

  5. abstract def rawValues: SimpleLens[G, Seq[Double]]

    Definition Classes
    GA

Concrete 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. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

  9. def genomesEqualOn(g: G): Any

    Definition Classes
    GA → G

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

    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  12. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  13. def mutate(g: G, population: Population[G, P, F], archive: A)(implicit rng: Random): G

    Mutate a genome

    Mutate a genome

    population

    the last computed population

    archive

    the last archive

    rng

    a random number geneartor

    returns

    the mutated genome

    Definition Classes
    PolynomialMutation → Mutation

  14. def mutationRate: Double

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

    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  19. def toString(): String

    Definition Classes
    AnyRef → Any

  20. def values: SimpleLens[G, Seq[Double]]

    The value part of the genome actually used for the optimisation

    The value part of the genome actually used for the optimisation

    Definition Classes
    GA

  21. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from genome.GA

Inherited from GenomeClamping

Inherited from RandomGenome

Inherited from Mutation

Inherited from archive.A

Inherited from fitness.F

Inherited from phenotype.P

Inherited from genome.G

Inherited from AnyRef

Inherited from Any

Ungrouped