spire.algebra

NormedVectorSpace

trait NormedVectorSpace[V, F] extends VectorSpace[V, F] with MetricSpace[V, F]

A normed vector space is a vector space equipped with a function norm: V => F. The main constraint is that the norm of a vector must be scaled linearly when the vector is scaled; that is norm(k *: v) == k.abs * norm(v). Additionally, a normed vector space is also a MetricSpace, where distance(v, w) = norm(v - w), and so must obey the triangle inequality.

An example of a normed vector space is R^n equipped with the euclidean vector length as the norm.

Linear Supertypes
Known Subclasses
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. NormedVectorSpace
  2. MetricSpace
  3. VectorSpace
  4. Module
  5. AdditiveAbGroup
  6. AdditiveCMonoid
  7. AdditiveCSemigroup
  8. AdditiveGroup
  9. AdditiveMonoid
  10. AdditiveSemigroup
  11. AnyRef
  12. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def negate(x: V): V

    Definition Classes
    AdditiveGroup
  2. abstract def norm(v: V): F

  3. abstract def plus(x: V, y: V): V

    Definition Classes
    AdditiveSemigroup
  4. implicit abstract def scalar: Field[F]

    Definition Classes
    VectorSpaceModule
  5. abstract def timesl(r: F, v: V): V

    Definition Classes
    Module
  6. abstract def zero: V

    Definition Classes
    AdditiveMonoid

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. def additive: AbGroup[V]

  5. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  6. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  7. def distance(v: V, w: V): F

    Definition Classes
    NormedVectorSpaceMetricSpace
  8. def divr(v: V, f: F): V

    Definition Classes
    VectorSpace
  9. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  11. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  12. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  13. def hashCode(): Int

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

    Definition Classes
    Any
  15. def minus(x: V, y: V): V

    Definition Classes
    AdditiveGroup
  16. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  17. def normalize(v: V): V

  18. final def notify(): Unit

    Definition Classes
    AnyRef
  19. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  20. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  21. def timesr(v: V, r: F): V

    Definition Classes
    Module
  22. def toString(): String

    Definition Classes
    AnyRef → Any
  23. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from MetricSpace[V, F]

Inherited from VectorSpace[V, F]

Inherited from Module[V, F]

Inherited from AdditiveAbGroup[V]

Inherited from AdditiveCMonoid[V]

Inherited from AdditiveCSemigroup[V]

Inherited from AdditiveGroup[V]

Inherited from AdditiveMonoid[V]

Inherited from AdditiveSemigroup[V]

Inherited from AnyRef

Inherited from Any

Ungrouped