Question Bank • QB_EXP_EM_EIG_025 MCQ • 1 Mark

Section 1: Engineering Mathematics

Linear Algebra: Eigenvalues & Cayley-Hamilton

Subtopic: Eigenvalues and eigenvectors

Question Statement:

A $3 \times 3$ real symmetric matrix has eigenvalues $\lambda_1 = 26$, $\lambda_2 = 27$, and $\lambda_3 = 28$. The trace and determinant of the matrix are:

Options:

  • (A) Trace = 81, Determinant = 19656
  • (B) Trace = 19656, Determinant = 81
  • (C) Trace = 83, Determinant = 19656
  • (D) Trace = 81, Determinant = 19660

Answer Key:

A

Step-by-Step Solution & Explanation

By the spectral properties of square matrices: 1. The trace is the sum of the eigenvalues: $\operatorname{tr}(A) = \sum_{i=1}^3 \lambda_i = 26 + 27 + 28 = 81$ 2. The determinant is the product of the eigenvalues: $\det(A) = \prod_{i=1}^3 \lambda_i = 26 \times 27 \times 28 = 19656$ Therefore, Trace = 81 and Determinant = 19656.
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