GATE AG 2016 • Q1 MCQ • 1 Mark

Section 1: Engineering Mathematics

Linear Algebra

Subtopic: Eigen values and Eigen vectors

Question Statement:

Eigenvalues of the matrix $\begin{bmatrix} 5 & 3 \\ 1 & 4 \end{bmatrix}$ are

Options:

  • (A) -6.3 and -2.7
  • (B) -2.3 and -6.7
  • (C) 6.3 and 2.7
  • (D) 2.3 and 6.7

Official Answer Key:

D

Step-by-Step Solution & Explanation

Characteristic equation: det(A-λI)=0 → (5-λ)(4-λ)-3(1)=0 → λ²-9λ+17=0. Using the quadratic formula: λ = (9 ± √(81-68))/2 = (9 ± √13)/2 = (9 ± 3.606)/2. This gives λ₁ = 6.303 and λ₂ = 2.297, i.e. 2.3 and 6.3 → option (D). Option (C) is the same pair with a sign/order slip; (A) and (B) come from mis-signing the trace (9) or the discriminant.

Practice This in Real CBT Exam Interface

Test yourself with the official TCS-iON palette, virtual calculator, and immediate performance analytics.

Launch CBT Mock Test