Affine hull

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Template:Short description Template:One source In mathematics, the affine hull or affine span of a set S in Euclidean space Rn is the smallest affine set containing S,[1] or equivalently, the intersection of all affine sets containing S. Here, an affine set may be defined as the translation of a vector subspace.

The affine hull aff(S) of S is the set of all affine combinations of elements of S, that is,

aff(S)={i=1kαixi|k>0,xiS,αi,i=1kαi=1}.

Examples

  • The affine hull of the empty set is the empty set.
  • The affine hull of a singleton (a set made of one single element) is the singleton itself.
  • The affine hull of a set of two different points is the line through them.
  • The affine hull of a set of three points not on one line is the plane going through them.
  • The affine hull of a set of four points not in a plane in R3 is the entire space R3.

Properties

For any subsets S,TX

  • aff(affS)=affS
  • affS is a closed set if X is finite dimensional.
  • aff(S+T)=affS+affT
  • If 0S then affS=spanS.
  • If s0S then aff(S)s0=span(Ss0)=span(SS) is a linear subspace of X.
  • aff(SS)=span(SS) if S.
    • So in particular, aff(SS) is always a vector subspace of X if S.
  • If S is convex then aff(SS)=λ>0λ(SS)
  • For every s0S, affS=s0+span(Ss0)=s0+span(SS)=S+span(SS)=s0+cone(SS) where cone(SS) is the smallest cone containing SS (here, a set CX is a cone if rcC for all cC and all non-negative r0).
    • Hence cone(SS)=span(SS) is always a linear subspace of X parallel to affS if S.
  • If instead of an affine combination one uses a convex combination, that is, one requires in the formula above that all αi be non-negative, one obtains the convex hull of S, which cannot be larger than the affine hull of S, as more restrictions are involved.
  • The notion of conical combination gives rise to the notion of the conical hull coneS.
  • If however one puts no restrictions at all on the numbers αi, instead of an affine combination one has a linear combination, and the resulting set is the linear span spanS of S, which contains the affine hull of S.

References

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Sources