Machine-translated by Google. Questions are authored in English.
Top

Linear Algebra and Vector Spaces Questions and Answers

1.

Let \(\hat{i}\), \(\hat{j}\), and \(\hat{k}\) be the unit vectors in the x, y and z directions, respectively. If the vector \(\hat{i} + \hat{j}\) is rotated about positive \(\hat{k}\) by 135°, one gets

Exam Year(s)

GATE AE - 2022,

Answer: D

The result is \(-\sqrt{2}\hat{i}\).

The vector \(\hat{i} + \hat{j}\) has length \(\sqrt{2}\) and points at 45 degrees from the x axis in the x-y plane. A rotation about \(+\hat{k}\) is counterclockwise seen from above and leaves the length unchanged, so the vector ends at 45 + 135 = 180 degrees:

\[ \begin{aligned} &\sqrt{2}(\cos 180^{\circ}\,\hat{i} + \sin 180^{\circ}\,\hat{j}) \\ &= -\sqrt{2}\hat{i} \end{aligned} \]

\(-\hat{i}\) has the right direction but the wrong length, since a rotation cannot shrink a vector. \(-\hat{j}\) and \(-\frac{1}{\sqrt{2}}\hat{j}\) point at 270 degrees, which a 225-degree rotation would give.

Please log in or register to report this question.

2.

The quadratic form \(Q(x, y, z) = 2x^2 + 6y^2 + 2z^2 + 8xz\) is:

Exam Year(s)

DSSSB AE - 2023,

Answer: C

Write the matrix of the form with rows \((2, 0, 4)\), \((0, 6, 0)\), \((4, 0, 2)\). The \(y\) part is separate and gives the eigenvalue \(6\). The \(x, z\) block \(\begin{pmatrix} 2 & 4 \\ 4 & 2 \end{pmatrix}\) has eigenvalues \(2 \pm 4\), that is \(6\) and \(-2\).


\[ \lambda = 6,\ 6,\ -2 \]


Eigenvalues of both signs mean the form is indefinite. It is not positive definite or semidefinite because of the negative eigenvalue \(-2\), and not negative definite because of \(6\). Check: at \(x = 1, z = -1, y = 0\) the form is \(2 + 2 - 8 = -4 < 0\), while at \(y = 1\) alone it is \(6 > 0\). The answer is option C.

Please log in or register to report this question.

Loading…
Tags: Linear Algebra and Vector Spaces Questions and Answers || Linear Algebra and Vector Spaces MCQ Questions and Answers || Linear Algebra and Vector Spaces GK Questions and Answers || Linear Algebra and Vector Spaces GK MCQ Questions || Linear Algebra and Vector Spaces Multiple Choice Questions and Answers || Linear Algebra and Vector Spaces GK || GK on Linear Algebra and Vector Spaces || Engineering Mathematics Questions and Answers || Engineering Mathematics MCQ Questions and Answers || Engineering Mathematics GK Questions and Answers || GK on Engineering Mathematics