Question Bank • QB_EXP_EM_EIG_034 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 $\lambda_1 = 35$, $\lambda_2 = 36$, and $\lambda_3 = 37$. The trace and determinant of the matrix are:

Options:

  • (A) Trace = 108, Determinant = 46620
  • (B) Trace = 46620, Determinant = 108
  • (C) Trace = 110, Determinant = 46620
  • (D) Trace = 108, Determinant = 46624

Answer Key:

A

Step-by-Step Solution & Explanation

By the spectral properties of square matrices: 1. The trace is the sum of the eigenvalues: $\operatorname{tr}(A) = \sum_{i=1}^3 \lambda_i = 35 + 36 + 37 = 108$ 2. The determinant is the product of the eigenvalues: $\det(A) = \prod_{i=1}^3 \lambda_i = 35 \times 36 \times 37 = 46620$ Therefore, Trace = 108 and Determinant = 46620.
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