Linear and multilinear algebra; matrix theory Proof
Proof of the Cayley–Hamilton theorem with the adjugate
Builds on Characteristic polynomialPolynomial of an endomorphismAdjugate matrixProduct of a matrix and its adjugateCofactorLeibniz formula for determinants
Proof
We use the adjugate of and compare coefficients of powers of .
- Write with . By the definition of , it is monic of degree , so .
- Case . Then and . So . From now on let .
- A matrix with entries in can be written in exactly one way as with matrices over . Here entry of is the coefficient of in entry . Two such matrices are equal if and only if all their coefficient matrices are equal.
- Let be the adjugate over the commutative ring . Each entry of is a cofactor, that is, up to sign the determinant of an submatrix of .
- Each entry of has degree at most in . By the Leibniz formula, an determinant is a sum of products of entries. So each entry of has degree at most .
- By steps 3 and 5, with matrices over .
- By the product of a matrix and its adjugate over , .
- Expanding the left side gives . The right side is .
- Comparing coefficients by step 3 gives three kinds of equations. For : . For : . For : .
- Multiply the equation for on the left by , for each , with . Then add all equations.
- The right sides add up to , which is the value .
- The left sides add up to . Regrouping, this is .
- Substituting in the second sum turns it into . This equals the first sum, so the left sides add up to .
- By steps 11 and 13, .
Idea
The adjugate identity holds over the ring . Writing the adjugate as a polynomial in with matrix coefficients turns it into equations between constant matrices. Multiplying them by powers of and adding makes the left side telescope to , while the right side becomes .
Reading path
To understand this page from the ground up, read these 121 pages in order. The foundations come first. The path takes the proofs 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 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
- 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
- Subgroup definition
- Symmetric group 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
- Transposition definition
- Proof that an intersection of subgroups is a subgroup proof
- Intersection definition
- Union 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
- Endomorphism definition
- Multilinear map definition
- Proof of the uniqueness of inverses proof
- Cartesian product definition
- Disjoint sets definition
- Union of a family of sets definition
- Subset definition
- Axiom of extensionality statement
- Proof of the commutativity of addition by induction proof
- Order on the natural numbers definition
- Uniqueness quantifier definition
- Polynomial of an endomorphism definition
- Alternating multilinear map definition
- Uniqueness of inverses statement
- Binary relation definition
- Partition of a set definition
- Commutativity of addition statement
- Determinant definition
- 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
- Function definition
- Characteristic polynomial definition
- Proof that the determinant of the identity matrix is one proof
- Minor definition
- Strong induction statement
- Proof that the determinant is multilinear in the rows proof
- Equivalence relation definition
- Subgroup criterion statement
- Laws of exponents in a group statement
- Determinant of a matrix with two equal rows statement
- Determinant of the identity matrix statement
- Injective function definition
- Proof of the well-ordering principle from strong induction proof
- Determinant is multilinear in the rows statement
- Cofactor definition
- Intersection of subgroups is a subgroup statement
- Proof that disjoint cycles commute proof
- Equivalence class definition
- Well-ordering principle statement
- Adjugate matrix definition
- Subgroup generated by a subset definition
- Disjoint cycles commute statement
- 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
- Determinant of a transpose statement
- Laplace expansion along a row 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 Cayley–Hamilton theorem with the adjugate proof
Where this leads
26 pages build on this one.
- Minimal polynomial divides the characteristic polynomial
- Cayley–Hamilton theorem
- Cayley–Hamilton theorem for linear maps
- Decomposition into generalised eigenspaces
- Hautus lemma
- Duality of controllability and observability
- Minimal realization
- Central polynomial
- Kaplansky's theorem on PI rings
- Kalman rank condition
- Detectability
- Kalman decomposition
- Proof of the decomposition into generalised eigenspaces
- Controllability Gramian
- Posner's theorem
- Controllable canonical form
- Brunovsky normal form
- Balanced truncation
- Ackermann's formula
- Zermelo's navigation problem
- Proof that the minimal polynomial divides the characteristic polynomial
- Proof of the Cayley–Hamilton theorem for linear maps
- Pole placement theorem
- Stabilizability
- Amitsur–Levitzki theorem
- Time-optimal control
Further reading
- Web https://en.wikipedia.org/wiki/Cayley–Hamilton_theorem, A direct algebraic proof
About this page
| Tag | Y4MWFGD909 |
|---|---|
| URI | m2://Y4MWFGD909 |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A24, 15A18 |
| Proves | Cayley–Hamilton theorem |
| Uses | Characteristic polynomial, Polynomial of an endomorphism, Adjugate matrix, Product of a matrix and its adjugate, Cofactor, Leibniz formula for determinants |
| Changed | 4 November 2026 |
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