Determinants: Numerical Problems Set (3)

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Question

Evaluate the determinant:

1aa21bb21cc2\begin{vmatrix} 1 & a & a^2 \\ 1 & b & b^2 \\ 1 & c & c^2 \end{vmatrix}

This is the Vandermonde determinant.

Solution — Step by Step

1aa20bab2a20cac2a2\begin{vmatrix} 1 & a & a^2 \\ 0 & b - a & b^2 - a^2 \\ 0 & c - a & c^2 - a^2 \end{vmatrix}

b2a2=(ba)(b+a)b^2 - a^2 = (b-a)(b+a) and c2a2=(ca)(c+a)c^2 - a^2 = (c-a)(c+a). Factor (ba)(b-a) from R2R_2 and (ca)(c-a) from R3R_3:

(ba)(ca)1aa201b+a01c+a(b-a)(c-a) \begin{vmatrix} 1 & a & a^2 \\ 0 & 1 & b + a \\ 0 & 1 & c + a \end{vmatrix}

The first column has (1,0,0)(1, 0, 0), so the determinant reduces to the 2×22 \times 2 minor:

(ba)(ca)1b+a1c+a=(ba)(ca)[(c+a)(b+a)](b-a)(c-a) \cdot \begin{vmatrix} 1 & b + a \\ 1 & c + a \end{vmatrix} = (b-a)(c-a) \cdot [(c+a) - (b+a)]

=(ba)(ca)(cb)= (b-a)(c-a)(c-b)

Final answer: (ba)(ca)(cb)(b - a)(c - a)(c - b) or equivalently (ab)(bc)(ca)(1)(a-b)(b-c)(c-a) \cdot (-1).

Why This Works

The Vandermonde determinant has a beautiful product structure: the determinant is the product of all pairwise differences. This pattern generalises — for an n×nn \times n Vandermonde matrix, the determinant is i<j(xjxi)\prod_{i < j} (x_j - x_i).

Practical consequence: the determinant vanishes if and only if at least two of a,b,ca, b, c are equal — that’s because the corresponding rows become identical.

Alternative Method

Direct expansion along the first row gives a(b2cbc2)+(other terms)a(b^2 c - b c^2) + (\text{other terms}) — a mess. Use the cofactor formula and then group cleverly. The row-reduction approach above is much cleaner.

Recognise Vandermonde patterns instantly: rows of the form (1,x,x2,...,xn1)(1, x, x^2, ..., x^{n-1}). JEE often disguises them by permuting columns or transposing — look for the structure underneath.

Common Mistake

Students often expand directly without factoring, ending up with a polynomial in a,b,ca, b, c that’s hard to simplify. The trick is row operations FIRST, then factor. Also: sign errors when stating the answer — (ab)(bc)(ca)=(ba)(cb)(ac)(a-b)(b-c)(c-a) = -(b-a)(c-b)(a-c) etc. Pick one canonical form.

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