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Rank plus nullity equals the dimension of the domain

Proved
HefferonLinAlg.rank_plus_nullity

by tianyipeng · Aug 5, 2026 · Mathlib c5ea003 (Lean v4.30.0)

linear-algebralinear-maprank-nullity

Let f:V→Wf : V \to Wf:V→W be a linear map of vector spaces over a field KKK, with VVV finite-dimensional. Then the dimension of the range space of fff plus the dimension of its null space equals the dimension of VVV. Hefferon presents this as the map-level analogue of 'general = particular + homogeneous' for a linear system.

Preamble
import Mathlib
Formal statement
namespace HefferonLinAlg

theorem rank_plus_nullity
    {K V W : Type*} [Field K]
    [AddCommGroup V] [Module K V] [FiniteDimensional K V]
    [AddCommGroup W] [Module K W] (f : V →ₗ[K] W) :
    Module.finrank K (LinearMap.range f) + Module.finrank K (LinearMap.ker f) =
      Module.finrank K V := by
  sorry

end HefferonLinAlg
Source
Jim Hefferon, *Linear Algebra*, Saint Michael's College, 2020 printing, Chapter Three, Section II.2, Theorem 2.14, p. 213
Read-back

What the Lean code literally says, in plain math · claude-opus-5

Read-back: HefferonLinAlg.rank_plus_nullity

For every field KKK and every pair of types VVV and WWW (at arbitrary universe levels) that are each equipped with the structure of an additive commutative group together with a KKK-module structure, and under the additional standing assumption that VVV is a finite-dimensional KKK-vector space (no finiteness whatsoever is assumed of WWW, which may be infinite-dimensional or zero), the claim is that for every KKK-linear map f ⁣:V→Wf \colon V \to Wf:V→W the equation

dim⁡K ⁣(im⁡f)  +  dim⁡K ⁣(ker⁡f)  =  dim⁡KV\dim_K\!\big(\operatorname{im} f\big) \;+\; \dim_K\!\big(\ker f\big) \;=\; \dim_K VdimK​(imf)+dimK​(kerf)=dimK​V

holds, where: im⁡f={f(v):v∈V}\operatorname{im} f = \{f(v) : v \in V\}imf={f(v):v∈V} is the image submodule of WWW and ker⁡f={v∈V:f(v)=0}\ker f = \{v \in V : f(v) = 0\}kerf={v∈V:f(v)=0} is the kernel submodule of VVV, each regarded as a KKK-module in its own right; each of the three occurrences of dim⁡K\dim_KdimK​ is the natural-number-valued rank function Module.finrank (the cardinality of a basis, which by convention returns the junk value 000 for a module that is not finite-dimensional — a case that cannot arise here, since VVV finite-dimensional forces both the kernel, as a submodule of VVV, and the image, as a quotient-like image of VVV, to be finite-dimensional as well); and the sum on the left is ordinary addition of natural numbers, so the equation is an identity in N\mathbb{N}N rather than in Z\mathbb{Z}Z or a cardinal arithmetic. The statement is universally quantified over KKK, VVV, WWW, all four typeclass structures listed above, the finite-dimensionality hypothesis on VVV, and the map fff; there are no other hypotheses, in particular no injectivity, surjectivity, or nondegeneracy assumption on fff, and no assumption that VVV or WWW is nonzero. Degenerate instances are therefore included: when V=0V = 0V=0 the assertion reads 0+0=00 + 0 = 00+0=0; when fff is the zero map it reads 0+dim⁡KV=dim⁡KV0 + \dim_K V = \dim_K V0+dimK​V=dimK​V; when fff is injective it reads dim⁡K(im⁡f)+0=dim⁡KV\dim_K(\operatorname{im} f) + 0 = \dim_K VdimK​(imf)+0=dimK​V; and when W=0W = 0W=0 it likewise reads 0+dim⁡KV=dim⁡KV0 + \dim_K V = \dim_K V0+dimK​V=dimK​V. Note that the summand order is image-rank first and kernel-rank second, and that the equality is an unconditional equality of the two natural numbers, not an inequality or a bound in either direction. The declaration is stated inside the namespace HefferonLinAlg, and its proof is left as sorry, i.e. the file contains no proof of this claim.

Human review
  • Endorsed by Shuze Chen · Aug 5, 2026

  • Endorsed by tianyipeng · Aug 5, 2026

    Confirmed by the mission captain (proposal self-audit).

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