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GuidePublished 6 Aug 20264 min readBy Kevin JoginComputational Number TheoryExtensionsExt and TorTensor Product
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MathematicsExtensions, Ext and Tor

The Tensor Product of Modules

The universal target for bilinear maps, its right exactness, and the flatness condition that restores full exactness.

Executive summary

Right exact, and flat is the condition for more

The tensor product converts bilinear maps into linear ones: homomorphisms out of M ⊗ N correspond exactly to balanced bilinear maps from the pair. Being a left adjoint, it preserves colimits and is right exact; it fails to preserve injections, and the modules for which it does are the flat ones. Projective implies flat, flat implies torsion-free, and over a PID all three coincide for finitely generated modules.

Learning objectives

  • State the universal property of the tensor product.
  • Prove right exactness from the adjunction.
  • Give an example where tensoring destroys injectivity.
  • Define flatness and place it relative to projectivity.
  • Use extension of scalars.

Section 01Universal property and construction

For a right module M and a left module N over Λ, the tensor product is the abelian group generated by symbols m ⊗ n subject to bilinearity and the balancing relation mλ ⊗ n = m ⊗ λn. Its universal property:

Hom(MΛ N, P) ≅ BilinΛ(M, N; P)
Elements are not all simple tensors

A general element of M ⊗ N is a finite sum of simple tensors, and the representation is not unique. Defining a map on tensors requires checking it is well defined — in practice, defining it as a bilinear map and invoking the universal property, which is exactly what the property is for.

Standard computations
Tensor productResultReason
ℤ/m ⊗ ℤ/nℤ/gcd(m, n)Relations force divisibility
ℤ/m ⊗ ℤℤ/mℤ is the unit
ℚ ⊗ ℤ/m0Every element is divisible by m in ℚ
ℚ ⊗ ℚLocalisation is idempotent
Λ ⊗Λ NNThe unit object

Section 02Right exactness and its failure

Tensoring 0 → ℤ →×2 ℤ → ℤ/2 → 0 with ℤ/2 gives

ℤ/2 →×2 = 0 ℤ/2 → ℤ/2 → 0

The first map is zero rather than injective, so exactness fails on the left. The kernel ℤ/2 is Tor1(ℤ/2, ℤ/2) — the first derived functor of tensor, appearing exactly where the injection was destroyed.

Right exactness is formal

Tensor is left adjoint to Hom, and left adjoints preserve colimits, hence cokernels. No computation is needed — right exactness is a consequence of the adjunction, and the same argument gives left exactness of Hom.

Section 03Flat modules

M is flat when M ⊗ − is exact. The hierarchy:

  1. Stage 01FreeA direct sum of copies of Λ.
  2. Stage 02ProjectiveA direct summand of a free module.
  3. Stage 03FlatTensoring preserves injections.
  4. Stage 04Torsion-freeOver a domain; strictly weaker than flat in general.
Where the implications are strict
RingFlat ⇒ projective?Torsion-free ⇒ flat?
PIDFor finitely generated, yesYes
General domainNo — ℚ is flat over ℤ, not projectiveNo
Noetherian localFor finitely generated, yesNot in general
Any ring, finitely presentedYes
ℚ is the standard example

ℚ is flat over ℤ because localisation is exact, but it is not projective — it is not a summand of a free abelian group. Flatness is genuinely weaker, and this example is worth carrying.

Section 04Extension of scalars

For a ring map Λ → Λ′, the functor Λ′ ⊗Λ − carries Λ-modules to Λ′-modules and is left adjoint to restriction of scalars.

Use

Base change

Reduce a module modulo a prime, or extend a real representation to a complex one.

Use

Induced representations

For a subgroup H ≤ G, the functor ℤ[G] ⊗ℤ[H] − is induction, adjoint to restriction — the source of Shapiro's lemma.

Use

Change of rings

Comparing derived functors before and after base change gives the change-of-rings spectral sequences.

ReferenceFrequently asked questions

Why must one module be a right module and the other a left module?

Because the balancing relation moves a scalar across the tensor sign, which requires it to act on the right of the first factor and the left of the second. Over a commutative ring the distinction dissolves and the result is again a module.

Is the tensor product commutative?

Over a commutative ring, yes, up to natural isomorphism. Over a non-commutative ring the expression N ⊗ M need not even be defined, since the sidedness would be wrong.

When does tensoring preserve infinite products?

Rarely. Tensor preserves coproducts always, being a left adjoint, but products only under finiteness conditions — typically when the module is finitely presented. This asymmetry recurs in universal coefficient arguments.

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ProvenanceSources and further reading

This page is an original KEVOS explanatory article. It presents the underlying mathematics — definitions, algorithms, complexity results and selection criteria — in KEVOS editorial voice. No text is reproduced from any copyrighted source. Where numerical tables are relevant, KEVOS links to live authoritative databases rather than republishing static values.

Page ID
KV-MATH-0123
Taxonomy
ENG-MATH — Engineering / Mathematics
Collection
COL-HOMALG-001
Topic stream
HA-EXT-TOR
Version
1.1.0 / content 2026.08
Last reviewed
2026-08-06

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