Math 2.0

Group theory and generalizations Proof

Proof of the order of the general linear group over a finite field by counting columns

Builds on Finite fieldInvertible matrixLinear independenceLinear spanDimension of the coordinate spaceLinearly independent set of the right size is a basisOrder of a group

Proof

We count the ordered families of linearly independent columns. Let F=𝔽qF = \F_q be the finite field with qq elements and let V=FnV = F^n, so ∣V∣=qn\abs{V} = q^n.

  1. An n×nn \times n matrix AA over FF is the same as the ordered family (a1,…,an)(a_1, \dots, a_n) of its columns, with aj∈Va_j \in V. For c∈Vc \in V with entries cjc_j, we have Ac=∑jcjajA c = \sum_{j} c_j a_j.
  2. Claim: AA is invertible if and only if its columns are linearly independent. First let AA be invertible with inverse A−1A^{-1}.
  3. If ∑jcjaj=0\sum_j c_j a_j = 0, then Ac=0A c = 0 by step 1, so c=A−1Ac=0c = A^{-1} A c = 0. So the columns are linearly independent.
  4. Conversely, let the columns be linearly independent. The space VV has dimension nn, so the nn columns form a basis of VV.
  5. Let e1,…,ene_1, \dots, e_n be the standard basis vectors. By step 4, for each ii there is bi∈Vb_i \in V with Abi=eiA b_i = e_i. The matrix BB with columns b1,…,bnb_1, \dots, b_n satisfies AB=InA B = I_n.
  6. The columns of BB are linearly independent: if Bc=0B c = 0, then c=ABc=0c = A B c = 0. By steps 4 and 5 applied to BB, there is a matrix CC with BC=InB C = I_n.
  7. Then A=A(BC)=(AB)C=CA = A (B C) = (A B) C = C, so BA=InB A = I_n. Thus AA is invertible, and the claim holds.
  8. By steps 1 and 7, ∣GLn(F)∣\abs{\mathrm{GL}_n(F)} is the number NnN_n of linearly independent families (u1,…,un)(u_1, \dots, u_n) in VV. For 0≤k≤n0 \leq k \leq n, let NkN_k be the number of linearly independent families of kk vectors.
  9. Let (u1,…,uk)(u_1, \dots, u_k) be linearly independent with span WW. The map Fk→WF^k \to W, c↦∑iciuic \mapsto \sum_i c_i u_i, is onto by the definition of the span.
  10. It is injective: equal images give ∑i(ci−ci′)ui=0\sum_i (c_i - c'_i) u_i = 0, so c=c′c = c' by independence. Hence ∣W∣=∣Fk∣=qk\abs{W} = \abs{F^k} = q^k.
  11. With (u1,…,uk)(u_1, \dots, u_k) as in step 9, let u∈Vu \in V. If u∈Wu \in W, say u=∑iciuiu = \sum_i c_i u_i, then ∑iciui−u=0\sum_i c_i u_i - u = 0 is a nontrivial relation. So (u1,…,uk,u)(u_1, \dots, u_k, u) is dependent.
  12. If u∉Wu \notin W and ∑iciui+cu=0\sum_i c_i u_i + c u = 0, then c=0c = 0, since otherwise u=−c−1∑iciui∈Wu = -c^{-1} \sum_i c_i u_i \in W. Then all ci=0c_i = 0 by independence. So (u1,…,uk,u)(u_1, \dots, u_k, u) is independent exactly when u∉Wu \notin W.
  13. If (u1,…,uk+1)(u_1, \dots, u_{k+1}) is linearly independent, so is (u1,…,uk)(u_1, \dots, u_k), since a relation among the first kk vectors extends by the coefficient 00.
  14. By steps 10, 12 and 13, each independent family of kk vectors extends in exactly qn−qkq^n - q^k ways. All independent families of k+1k + 1 vectors arise in this way. So Nk+1=Nk(qn−qk)N_{k+1} = N_k (q^n - q^k) for 0≤k<n0 \leq k < n.
  15. The empty family is linearly independent, so N0=1N_0 = 1. By induction on kk with step 14, Nk=∏j=0k−1(qn−qj)N_k = \prod_{j=0}^{k-1} (q^n - q^j).
  16. For k=nk = n and step 8, the order of GLn(𝔽q)\mathrm{GL}_n(\F_q) is ∏k=0n−1(qn−qk)=(qn−1)(qn−q)⋯(qn−qn−1)\prod_{k=0}^{n-1} (q^n - q^k) = (q^n - 1)(q^n - q) \cdots (q^n - q^{n-1}).

Idea

A matrix is invertible exactly when its columns are linearly independent, so we choose the columns one at a time. The (k+1)(k+1)-th column must avoid the span of the first kk columns, which has qkq^k elements. That leaves qn−qkq^n - q^k choices at each stage.

Reading path

To understand this page from the ground up, read these 31 pages in order. The foundations come first. The path takes the proofs Proof of the Steinitz exchange lemma by induction, Proof that the coordinate space F^n has dimension n, Proof that n independent or n spanning vectors in an n-dimensional space form a basis.

Show the path as a graph
Coordinate space, object, no evidence levelCoordinate spaceobjectGroup, concept, no evidence levelGroupconceptIdentity matrix, object, no evidence levelIdentity matrixobjectMatrix, definition, no evidence levelMatrixdefinitionStandard basis, object, no evidence levelStandard basisobjectVector space, definition, no evidence levelVector spacedefinitionOrder of a group, definition, no evidence levelOrder of a groupdefinitionRing, definition, no evidence levelRingdefinitionMatrix multiplication, definition, no evidence levelMatrix multiplicationdefinitionSquare matrix, definition, no evidence levelSquare matrixdefinitionLinear combination, definition, no evidence levelLinear combinationdefinitionLinear subspace, definition, no evidence levelLinear subspacedefinitionCommutative ring, definition, no evidence levelCommutative ringdefinitionUnit of a ring, definition, no evidence levelUnit of a ringdefinitionInvertible matrix, definition, no evidence levelInvertible matrixdefinitionLinear independence, definition, no evidence levelLinear independencedefinitionLinear span, definition, no evidence levelLinear spandefinitionField, definition, no evidence levelFielddefinitionSpanning set, definition, no evidence levelSpanning setdefinitionFinite field, definition, no evidence levelFinite fielddefinitionFinite-dimensional vector space, definition, no evidence levelFinite-dimensional ve…definitionBasis, definition, no evidence levelBasisdefinitionProof of the Steinitz exchange lemma by induction, proof, no evidence levelProof of the Steinitz…proofDimension, definition, no evidence levelDimensiondefinitionDimension theorem for vector spaces, statement, no evidence levelDimension theorem for…statementSteinitz exchange lemma, statement, no evidence levelSteinitz exchange lem…statementProof that the coordinate space F^n has dimension n, proof, no evidence levelProof that the coordi…proofProof that n independent or n spanning vectors in an n-dimensional space form a basis, proof, no evidence levelProof that n independ…proofDimension of the coordinate space, statement, no evidence levelDimension of the coor…statementLinearly independent set of the right size is a basis, statement, no evidence levelLinearly independent …statementProof of the order of the general linear group over a finite field by counting columns, proof, no evidence levelProof of the order of…proof
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. Coordinate space object
  2. Group concept
  3. Identity matrix object
  4. Matrix definition
  5. Standard basis object
  6. Vector space definition
  7. Order of a group definition
  8. Ring definition
  9. Matrix multiplication definition
  10. Square matrix definition
  11. Linear combination definition
  12. Linear subspace definition
  13. Commutative ring definition
  14. Unit of a ring definition
  15. Invertible matrix definition
  16. Linear independence definition
  17. Linear span definition
  18. Field definition
  19. Spanning set definition
  20. Finite field definition
  21. Finite-dimensional vector space definition
  22. Basis definition
  23. Proof of the Steinitz exchange lemma by induction proof
  24. Dimension definition
  25. Dimension theorem for vector spaces statement
  26. Steinitz exchange lemma statement
  27. Proof that the coordinate space F^n has dimension n proof
  28. Proof that n independent or n spanning vectors in an n-dimensional space form a basis proof
  29. Dimension of the coordinate space statement
  30. Linearly independent set of the right size is a basis statement
  31. Proof of the order of the general linear group over a finite field by counting columns proof

Where this leads

1 page builds on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/General_linear_group, Over finite fields
About this page
TagE61BVD6G2D
URIm2://E61BVD6G2D
Kindproof
WritingW0 stub
MSC20G40
ProvesOrder of the general linear group over a finite field
UsesFinite field, Invertible matrix, Linear independence, Linear span, Dimension of the coordinate space, Linearly independent set of the right size is a basis, Order of a group
Changed4 November 2026

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