Math 2.0

Operator theory Definition

Finite-rank operator

Builds on Normed vector spaceContinuous linear mapImage of a linear mapRank of a linear map

Definition

Let XX and YY be normed spaces over 𝕂=ℝ\mathbb{K} = \R or β„‚\C, and let T ⁣:Xβ†’YT \colon X \to Y be a bounded linear map. The map TT is a finite-rank operator if its image T(X)T(X) is a finite-dimensional subspace of YY. Its rank is the dimension of T(X)T(X).

Remarks

Equivalently, there are nβ‰₯0n \ge 0, bounded linear functionals f1,…,fnf_1, \ldots, f_n on XX and vectors y1,…,yn∈Yy_1, \ldots, y_n \in Y with Tx=βˆ‘k=1nfk(x) ykforΒ allΒ x∈X.T x = \sum_{k=1}^{n} f_k(x) \, y_k \quad \text{for all } x \in X. Example: for a nonzero bounded linear functional ff on XX and a nonzero y∈Yy \in Y, the map x↦f(x)yx \mapsto f(x) y has image 𝕂y\mathbb{K} y, so it has rank 11. Non-example: the identity map of β„“2\ell^2 is bounded, but its image β„“2\ell^2 is infinite-dimensional, so it is not of finite rank. For linear maps between finite-dimensional spaces, the rank is the usual rank of a linear map. A bounded finite-rank operator is compact, because bounded subsets of a finite-dimensional normed space are relatively compact. On Hilbert spaces, every compact operator is a norm limit of finite-rank operators. On general Banach spaces this can fail; this is the question of the approximation property.

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  1. Continuous linear map concept
  2. Image of a linear map concept
  3. Normed vector space concept
  4. Rank of a linear map concept
  5. Finite-rank operator definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Finite-rank_operator
About this page
TagFMBFW2QXZ3
URIm2://FMBFW2QXZ3
Kinddefinition
WritingW0 stub
MSC47B07, 47A05
DefinesFinite-rank operator
UsesNormed vector space, Continuous linear map, Image of a linear map, Rank of a linear map
Changed2 November 2026

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