Linear and multilinear algebra; matrix theory Proof
Proof of the Vandermonde determinant by column operations
Builds on Leibniz formula for determinantsAdding a multiple of one row to another preserves the determinantDeterminant of a transposeTransposeLaplace expansion along a rowMinorScaling a row scales the determinant
Proof
We argue by induction on .
- For , write for the matrix with entries , and .
- Base case : . By the Leibniz formula with one term, its determinant is . The product is empty, so it is also .
- Induction step: let , and assume for all .
- Column operations: let result from a square matrix when times column is added to column , with .
- Then the transpose results from when times row is added to row .
- By the rule for adding a multiple of a row and the rule for the determinant of a transpose, .
- Let . For , in this order, subtract times column from column . Call the result .
- When column is changed, column has not been changed yet. So column of has entries for .
- Column of is unchanged, with all entries . By step 6, applied times, .
- Row of is , since .
- By the Laplace expansion along row , , where is a first minor of .
- , where is the matrix with entries for .
- Let , with entries . Row of is times row of .
- By the rule for scaling a row, applied to each of the rows, .
- By the induction hypothesis, .
- By steps 9 to 15, .
- The pairs with give the first product, and the pairs with give the second. So .
Idea
Subtracting times each column from the next clears the first row except for a . What is left has a factor in each row and is otherwise a smaller Vandermonde matrix. Induction then collects one factor for each pair .
Reading path
To understand this page from the ground up, read these 116 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 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 scaling a row scales the determinant, 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 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 adding a multiple of one row to another preserves the determinant, 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
- 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
- Biconditional definition
- The successor function is injective statement
- Zero is not a successor statement
- Existential quantifier definition
- Universal quantifier definition
- Multilinear map definition
- Proof of the uniqueness of inverses proof
- Cartesian product definition
- Disjoint sets definition
- Axiom of extensionality statement
- Subset definition
- Union of a family of sets definition
- 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
- Function definition
- Proof that the determinant of the identity matrix is one proof
- Minor definition
- Proof that the determinant is multilinear in the rows proof
- Strong induction statement
- Equivalence relation definition
- Subgroup criterion statement
- Determinant of a matrix with two equal rows statement
- Laws of exponents in a group statement
- Determinant of the identity matrix statement
- Determinant is multilinear in the rows statement
- Injective function definition
- Proof of the well-ordering principle from strong induction proof
- Cofactor definition
- Intersection of subgroups is a subgroup statement
- Proof that disjoint cycles commute proof
- Proof that adding a multiple of one row to another preserves the determinant proof
- Equivalence class definition
- Proof that scaling a row scales the determinant proof
- Well-ordering principle statement
- Subgroup generated by a subset definition
- Disjoint cycles commute statement
- Proof that equivalence classes form a partition proof
- Adding a multiple of one row to another preserves the determinant statement
- Scaling a row scales the determinant statement
- 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 Vandermonde determinant by column operations proof
Where this leads
2 pages build on this one.
Further reading
- Web https://en.wikipedia.org/wiki/Vandermonde_matrix, Third proof: row and column operations
About this page
| Tag | TJP9GSDM1S |
|---|---|
| URI | m2://TJP9GSDM1S |
| Kind | proof |
| Writing | W0 stub |
| MSC | 15A15, 15B05 |
| Proves | Vandermonde determinant |
| Uses | Leibniz formula for determinants, Adding a multiple of one row to another preserves the determinant, Determinant of a transpose, Transpose, Laplace expansion along a row, Minor, Scaling a row scales the determinant |
| Changed | 4 November 2026 |
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