Allied & ICAR Exam Bank • ALLIED_2610 MCQ • 1 Mark

Section 1: Engineering Mathematics

Linear Algebra

Subtopic: Linear and orthogonal transformations

Question Statement:

If $Q$ is an orthogonal matrix, then the inner product $\langle Q u, Q v \rangle$ of transformed vectors $Q u$ and $Q v$ equals:

Options:

  • (A) $\langle u, v \rangle$
  • (B) $\frac{1}{2} \langle u, v \rangle$
  • (C) $\|u\| \|v\| \det(Q)$
  • (D) $0$

Answer Key:

A

Step-by-Step Solution & Explanation

Orthogonal transformations preserve inner products and lengths: $\langle Q u, Q v \rangle = (Q u)^T (Q v) = u^T Q^T Q v = u^T I v = u^T v = \langle u, v \rangle$.
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