proof of determinant of the Vandermonde matrix
To begin, note that the determinant of the n×n Vandermonde
matrix
(which we shall denote as ‘Δ’) is a homogeneous
polynomial
of order n(n-1)/2 because every term in the determinant
is, up to sign, the product of a zeroth power of some variable times the first
power of some other variable , …, the n-1-st power of some
variable and 0+1+⋯+(n-1)=n(n-1)/2.
Next, note that if ai=aj with i≠j, then Δ=0
because two columns of the matrix would be equal. Since Δ is a
polynomial, this implies that ai-aj is a factor of Δ.
Hence,
Δ=C∏1≤i<j≤n(aj-ai) |
where C is some polynomial. However, since both Δ and the product on the right hand side have the same degree, C must have degree zero, i.e. C must be a constant. So all that remains is the determine the value of this constant.
One way to determine this constant is to look at the coefficient of the leading diagonal, ∏n(an)n-1. Since it equals 1 in both the determinant and the product, we conclude that C=1, hence
Δ=∏1≤i<j≤n(aj-ai). |
Title | proof of determinant of the Vandermonde matrix |
---|---|
Canonical name | ProofOfDeterminantOfTheVandermondeMatrix |
Date of creation | 2013-03-22 15:44:50 |
Last modified on | 2013-03-22 15:44:50 |
Owner | rspuzio (6075) |
Last modified by | rspuzio (6075) |
Numerical id | 10 |
Author | rspuzio (6075) |
Entry type | Proof |
Classification | msc 15A57 |
Classification | msc 65F99 |
Classification | msc 65T50 |