Linear and multilinear algebra; matrix theory Proof
Proof of Cramer's rule by the adjugate
Builds on Inverse in terms of the adjugateAdjugate matrixLaplace expansion along a columnCofactorInvertible matrixAssociativity of matrix multiplicationMatrix multiplicationLeibniz formula for determinantsFieldSystem of linear equations
Proof
We solve the system with the inverse matrix and read off each coordinate by a Laplace expansion.
- Let be an matrix over the field with , and let .
- First let . Then with , by the Leibniz formula with one term. The equation has the single solution .
- For , and . So , as claimed. From now on let .
- In a field, the nonzero element is a unit. By the inverse in terms of the adjugate, is invertible with .
- Existence: let . By associativity, . So is a solution of the linear system .
- Uniqueness: if , then , by associativity.
- Let be the cofactors of . By the definition of the adjugate and the matrix product, .
- Fix . The matrix differs from only in column , and it has entry in position .
- A cofactor in position deletes column . So the cofactors of in the positions equal the cofactors of .
- By the Laplace expansion along column of and steps 8 and 9, .
- By steps 7 and 10, for .
Idea
The solution is . Coordinate of pairs with the cofactors of column . That pairing is exactly the Laplace expansion of along its new column .
Reading path
To understand this page from the ground up, read these 129 pages in order. The foundations come first. The path takes the proofs Proof of the associativity of matrix multiplication, Proof of the decomposition of a permutation into transpositions, Proof that the symmetric group is generated by transpositions, Proof of the Laplace expansion along a column by transposition, Proof of the commutativity of addition by induction, Proof that equivalence classes form a partition, Proof that permuting rows multiplies the determinant by the sign, Proof that disjoint cycles commute, Proof that a matrix with two equal rows has determinant zero, Proof of the Laplace expansion along a row by the Leibniz formula, Proof of strong induction from ordinary induction, Proof that the determinant of a transpose equals the determinant, Proof of the laws of exponents in a group, Proof of the inverse in terms of the adjugate, Proof that an intersection of subgroups is a subgroup, Proof that the sign is a homomorphism, Proof that the determinant of the identity matrix is one, Proof of the decomposition of a permutation into disjoint cycles, Proof of the product of a matrix and its adjugate by Laplace expansion, Proof of the well-ordering principle from strong induction, Proof of the division algorithm, Proof of the sign of a cycle, Proof of the Leibniz formula from the defining properties of the determinant, Proof of the uniqueness of inverses, Proof that the determinant is multilinear in the rows, Proof of the subgroup criterion.
- Binary operation definition
- Cycle notation concept
- Definition by recursion concept
- Divisibility definition
- Element definition
- Group concept
- Identity matrix object
- Linear equation definition
- Mathematical induction concept
- Matrix definition
- Multilinear map concept
- Natural numbers object
- Peano axioms concept
- Permutation concept
- Permutation definition
- Proposition concept
- Transposition concept
- Vector space definition
- Identity element definition
- Set definition
- Group homomorphism definition
- Ring definition
- Subgroup definition
- Symmetric group definition
- System of linear equations definition
- Matrix multiplication definition
- Square matrix definition
- Transpose definition
- Successor function definition
- Conjunction definition
- Disjunction definition
- Implication definition
- Predicate definition
- Linear map definition
- Inverse element definition
- Empty set object
- Family of sets definition
- Ordered pair definition
- Commutative ring definition
- Transposition definition
- Unit of a ring definition
- Proof that an intersection of subgroups is a subgroup proof
- Proof of the associativity of matrix multiplication proof
- Intersection definition
- Union definition
- Invertible matrix definition
- Set-builder notation concept
- Addition of natural numbers definition
- The successor function is injective statement
- Zero is not a successor statement
- Biconditional definition
- Existential quantifier definition
- Universal quantifier definition
- Multilinear map definition
- Proof of the uniqueness of inverses proof
- Cartesian product definition
- Disjoint sets definition
- Field definition
- Associativity of matrix multiplication statement
- Subset definition
- Union of a family of sets definition
- Axiom of extensionality statement
- Proof of the commutativity of addition by induction proof
- Order on the natural numbers definition
- Uniqueness quantifier definition
- Alternating multilinear map definition
- Uniqueness of inverses statement
- Binary relation definition
- Partition of a set definition
- Determinant definition
- Commutativity of addition statement
- Proof of strong induction from ordinary induction proof
- Reflexive relation definition
- Symmetric relation definition
- Transitive relation definition
- Proof of the laws of exponents in a group proof
- Proof of the subgroup criterion proof
- Proof that a matrix with two equal rows has determinant zero proof
- Proof that the determinant of the identity matrix is one proof
- Function definition
- Minor definition
- Proof that the determinant is multilinear in the rows proof
- Strong induction statement
- Equivalence relation definition
- Determinant of a matrix with two equal rows statement
- Laws of exponents in a group statement
- Subgroup criterion statement
- Determinant of the identity matrix statement
- Determinant is multilinear in the rows statement
- Injective function definition
- Cofactor definition
- Proof of the well-ordering principle from strong induction proof
- Proof that disjoint cycles commute proof
- Intersection of subgroups is a subgroup statement
- Equivalence class definition
- Adjugate matrix definition
- Well-ordering principle statement
- Disjoint cycles commute statement
- Subgroup generated by a subset definition
- Proof that equivalence classes form a partition proof
- Proof of the division algorithm proof
- Equivalence classes form a partition statement
- Division algorithm statement
- Proof of the decomposition of a permutation into disjoint cycles proof
- Decomposition of a permutation into disjoint cycles statement
- Proof of the decomposition of a permutation into transpositions proof
- Decomposition of a permutation into transpositions statement
- Sign of a permutation definition
- Proof that the symmetric group is generated by transpositions proof
- The symmetric group is generated by transpositions statement
- Proof that the sign is a homomorphism proof
- Proof of the sign of a cycle proof
- Sign of a cycle statement
- Sign is a homomorphism statement
- Proof that permuting rows multiplies the determinant by the sign proof
- Permuting rows multiplies the determinant by the sign statement
- Proof of the Leibniz formula from the defining properties of the determinant proof
- Leibniz formula for determinants statement
- Proof of the Laplace expansion along a row by the Leibniz formula proof
- Proof that the determinant of a transpose equals the determinant proof
- Laplace expansion along a row statement
- Determinant of a transpose statement
- Proof of the Laplace expansion along a column by transposition proof
- Laplace expansion along a column statement
- Proof of the product of a matrix and its adjugate by Laplace expansion proof
- Product of a matrix and its adjugate statement
- Proof of the inverse in terms of the adjugate proof
- Inverse in terms of the adjugate statement
- Proof of Cramer's rule by the adjugate proof
Where this leads
2 pages build on this one.
Further reading
About this page
| Tag | 4GY0RA4W28 |
|---|---|
| URI | m2://4GY0RA4W28 |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A06, 15A15 |
| Proves | Cramer's rule |
| Uses | Inverse in terms of the adjugate, Adjugate matrix, Laplace expansion along a column, Cofactor, Invertible matrix, Associativity of matrix multiplication, Matrix multiplication, Leibniz formula for determinants, Field, System of linear equations |
| Changed | 4 November 2026 |
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