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Functional analysis Definition

Injective tensor product

Builds on Banach spaceTensor product of vector spacesContinuous dual spaceProjective tensor product

Definition

Let XX and YY be Banach spaces over 𝕂=ℝ\mathbb{K} = \R or ℂ\C, with continuous duals X∗X^* and Y∗Y^*. Let X⊗YX \otimes Y be their algebraic tensor product. For u=∑i=1nxi⊗yiu = \sum_{i=1}^n x_i \otimes y_i in X⊗YX \otimes Y, let ε(u)=sup⁡{∣∑i=1nf(xi) g(yi)∣:f∈X∗, g∈Y∗, ∥f∥≤1, ∥g∥≤1}.\varepsilon(u) = \sup \Big\{ \Big| \sum_{i=1}^n f(x_i) \, g(y_i) \Big| : f \in X^*, \ g \in Y^*, \ \norm{f} \le 1, \ \norm{g} \le 1 \Big\}. This number does not depend on the representation of uu, and ε\varepsilon is a norm on X⊗YX \otimes Y, the injective norm. The injective tensor product X⊗ˇεYX \check{\otimes}_\varepsilon Y is the completion of X⊗YX \otimes Y for ε\varepsilon.

Remarks

The norm is a cross norm: ε(x⊗y)=∥x∥ ∥y∥\varepsilon(x \otimes y) = \norm{x} \, \norm{y}, by the Hahn–Banach theorem. It is at most the projective norm π\pi. The bounds on ff and gg are needed: without them, scaling ff makes the supremum infinite for every u≠0u \ne 0.

Example: let X=Y=ℝ2X = Y = \R^2 with the Euclidean norm and u=e1⊗e1+e2⊗e2u = e_1 \otimes e_1 + e_2 \otimes e_2. Then ε(u)=sup⁡∣⟨f,g⟩∣=1\varepsilon(u) = \sup \abs{\ip{f}{g}} = 1, over unit vectors f,gf, g. The projective norm of uu is 22, so the two norms differ.

For compact Hausdorff spaces KK and LL, the map f⊗g↦((s,t)↦f(s)g(t))f \otimes g \mapsto ((s, t) \mapsto f(s) g(t)) extends to an isometry of C(K)⊗ˇεC(L)C(K) \check{\otimes}_\varepsilon C(L) onto C(K×L)C(K \times L). More generally, C(K)⊗ˇεXC(K) \check{\otimes}_\varepsilon X is the space of continuous functions from KK to XX with the sup norm.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Injective_tensor_product
About this page
TagSB04FYJ0A9
URIm2://SB04FYJ0A9
Kinddefinition
WritingW0 stub
MSC46B28, 46M05
DefinesInjective tensor product
UsesBanach space, Tensor product of vector spaces, Continuous dual space, Projective tensor product
Changed2 November 2026

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