Math 2.0

Category theory; homological algebra Definition

Natural transformation

Builds on FunctorMorphismCommutative diagramVector spaceDual spaceCanonical isomorphism with the double dual

Definition

Let F,G ⁣:π’žβ†’π’ŸF, G \colon \mathcal{C} \to \mathcal{D} be functors. A natural transformation α ⁣:Fβ‡’G\alpha \colon F \Rightarrow G is a family of morphisms Ξ±A ⁣:F(A)β†’G(A)\alpha_A \colon F(A) \to G(A) of π’Ÿ\mathcal{D}, one for each object AA of π’ž\mathcal{C}. The family must satisfy G(f)∘αA=Ξ±B∘F(f)G(f) \circ \alpha_A = \alpha_B \circ F(f) for every morphism f ⁣:Aβ†’Bf \colon A \to B of π’ž\mathcal{C}. The morphism Ξ±A\alpha_A is the component of Ξ±\alpha at AA. If every component is an isomorphism, Ξ±\alpha is a natural isomorphism, and FF and GG are naturally isomorphic, written Fβ‰…GF \cong G.

Remarks

The condition says that the naturality square with sides F(f)F(f), Ξ±B\alpha_B, Ξ±A\alpha_A and G(f)G(f) is a commutative diagram. Example: on vector spaces over a field KK, let evV ⁣:Vβ†’Vβˆ—βˆ—\mathrm{ev}_V \colon V \to V^{**} send vv to the map φ↦φ(v)\varphi \mapsto \varphi(v), where Vβˆ—V^* is the dual space. For a linear map f ⁣:Vβ†’Wf \colon V \to W and ψ∈Wβˆ—\psi \in W^*, both fβˆ—βˆ—(evV(v))f^{**}(\mathrm{ev}_V(v)) and evW(f(v))\mathrm{ev}_W(f(v)) send ψ\psi to ψ(f(v))\psi(f(v)). So ev\mathrm{ev} is a natural transformation from the identity functor to the double dual functor. On finite-dimensional spaces it is a natural isomorphism, by the canonical isomorphism with the double dual. Non-example: on the category of nonempty sets, choose for each set XX a point xX∈Xx_X \in X and let Ξ±X ⁣:Xβ†’X\alpha_X \colon X \to X be the constant map with value xXx_X. This family is not a natural transformation from the identity functor to itself. For a two-element set YY and the constant map f ⁣:Xβ†’Yf \colon X \to Y whose value is not xYx_Y, the condition would require f(xX)=xYf(x_X) = x_Y.

Reading path

To understand this page from the ground up, read these 20 pages in order. The foundations come first.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. Commutative diagram concept
  2. Dual space concept
  3. Functor concept
  4. Morphism concept
  5. Vector space concept
  6. Vector space definition
  7. Linear combination definition
  8. Linear map definition
  9. Linear subspace definition
  10. Linear independence definition
  11. Linear form definition
  12. Linear span definition
  13. Space of linear maps definition
  14. Dual space definition
  15. Spanning set definition
  16. Basis definition
  17. Dual basis definition
  18. Dimension of the dual space statement
  19. Canonical isomorphism with the double dual statement
  20. Natural transformation definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Natural_transformation
About this page
TagC3JHS6W73G
URIm2://C3JHS6W73G
Kinddefinition
WritingW0 stub
MSC18A23
DefinesNatural transformation
UsesFunctor, Morphism, Commutative diagram, Vector space, Dual space, Canonical isomorphism with the double dual

Markdown Β· JSON Β· Edit on GitHub

What this page needs for W1

  • a source with a locator (0 of 1)

The writing levels say how complete the text of a page is. They do not measure its truth.

What links here

No page links to this page yet.