Question Bank • QB_EM_096 MSQ • 2 Marks

Section 1: Engineering Mathematics

Linear Algebra

Subtopic: Eigen values and Eigen vectors

Question Statement:

For a real skew-symmetric matrix $A$ ($A^T = -A$), which of the following statements must be TRUE?

Options:

  • (A) All diagonal elements of $A$ are zero
  • (B) All eigenvalues of $A$ are purely imaginary or zero
  • (C) The determinant of $A$ is zero if $A$ is of odd order
  • (D) The matrix $A$ is always invertible

Answer Key:

A, B, C

Step-by-Step Solution & Explanation

- A is true: $a_{ii} = -a_{ii} \implies a_{ii} = 0$. - B is true: For skew-symmetric real matrices, eigenvalues are of the form $i \beta$ (purely imaginary or 0). - C is true: $\det(A) = \det(A^T) = \det(-A) = (-1)^n \det(A)$. For odd $n$, $\det(A) = -\det(A) \implies \det(A) = 0$. - D is false: Any odd-order skew-symmetric matrix has determinant zero and is singular (non-invertible).
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