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Linear Algebra

GATE CSE 2015 Set 3 · Q33

MCQ2 marksMedium

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If the following system has non-trivial solution, px+qy+rz=0px + qy + rz = 0 qx+ry+pz=0qx + ry + pz = 0 rx+py+qz=0,rx + py + qz = 0, then which one of the following options is TRUE?

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Solution

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Official answer: C) p + q + r = 0 or p = q = r

Linear Algebra

A homogeneous linear system AX=0AX = 0 has a non-trivial solution if and only if the determinant of the coefficient matrix AA is zero:

det⁡(A)=∣pqrqrprpq∣=0\det(A) = \begin{vmatrix} p & q & r \\ q & r & p \\ r & p & q \end{vmatrix} = 0

Expanding the circulant determinant:

det⁡(A)=p(rq−p2)−q(q2−pr)+r(pq−r2)\det(A) = p(rq - p^2) - q(q^2 - pr) + r(pq - r^2)
det⁡(A)=3pqr−(p3+q3+r3)=−(p3+q3+r3−3pqr)=0\det(A) = 3pqr - (p^3 + q^3 + r^3) = -(p^3 + q^3 + r^3 - 3pqr) = 0

Using the standard algebraic identity:

p3+q3+r3−3pqr=12(p+q+r)[(p−q)2+(q−r)2+(r−p)2]=0p^3 + q^3 + r^3 - 3pqr = \frac{1}{2}(p + q + r)\left[(p - q)^2 + (q - r)^2 + (r - p)^2\right] = 0

For real values of p,q,rp, q, r, this product is zero when either:

  1. p+q+r=0p + q + r = 0, or

  2. (p−q)2+(q−r)2+(r−p)2=0  ⟹  p=q=r(p - q)^2 + (q - r)^2 + (r - p)^2 = 0 \implies p = q = r.

Hence, the correct condition is p+q+r=0p + q + r = 0 or p=q=rp = q = r, which corresponds to option (C).

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This Linear Algebra previous year question is Q33 of the GATE CSE 2015 Set 3 paper. Find more GATE CSE PYQs on Linear Algebra in Engineering Mathematics, or browse all GATE CSE PYQs.

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Linear Algebra in GATE CSE

Linear Algebra has 46 GATE CSE PYQs across 26 papers from 2011 to 2026. 10 of them are 2-mark MCQs like this one, and GATE CSE 2015 Set 3 has 2.

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GateAI solution cardGATE CSE 2015 Set 3 · Q33 · MCQ

If the following system has non-trivial solution, px + qy + rz = 0 qx + ry + pz = 0 rx + py + qz = 0, then which one of the following options is TRUE?

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