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Give the \({\bf{4}} \times {\bf{4}}\) matrix that rotates points in \({\mathbb{R}^{\bf{3}}}\) about the z-axis through an angle of \( - 30^\circ \), and then translates by \({\bf{p}} = \left( {5, - 2,1} \right)\).

Short Answer

Expert verified

The matrix is \(\left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&5\\{ - 1/2}&{\sqrt 3 /2}&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right]\).

Step by step solution

01

Construct the \(3 \times 3\) matrix

In the direction of the negative\(y\)-axis, vector\({{\bf{e}}_1}\)rotates at\(30^\circ \). The point where the vector ends is shown below:

\(\begin{array}{c}\left( {\cos \varphi ,\sin \varphi ,0} \right) \equiv \left( {\cos \left( { - 30^\circ } \right),\sin \left( { - 30^\circ } \right)} \right)\\ \equiv \left( {\sqrt 3 /2, - 1/2,0} \right)\end{array}\)

And in the direction of the positive\(x\)-axis, vector\({{\bf{e}}_2}\)rotates at\(60^\circ \)\(\left( {90^\circ - 30^\circ = 60^\circ } \right)\). The point where the vector ends is shown below:

\(\begin{array}{c}\left( {\cos \varphi ,\sin \varphi ,0} \right) \equiv \left( {\cos 60^\circ ,\sin 60^\circ ,0} \right)\\ \equiv \left( {1/2,\sqrt 3 /2,0} \right)\end{array}\)

Vector\({{\bf{e}}_3}\)on the\(z\)-axis does not move by the rotation.

Construct the\(3 \times 3\)matrix for the rotation, as shown below:

\(A = \left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0\\{ - 1/2}&{\sqrt 3 /2}&0\\0&0&1\end{array}} \right]\)

02

Write the transformation matrix

Recall that the transformation onhomogeneous coordinates for graphics has the matrix of the form\(\left[ {\begin{array}{*{20}{c}}A&0\\{{0^T}}&1\end{array}} \right]\).

Obtain the\(4 \times 4\)matrix that rotates the points in\({\mathbb{R}^3}\)as shown below:

\(\left[ {\begin{array}{*{20}{c}}A&0\\{{0^T}}&1\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&0\\{ - 1/2}&{\sqrt 3 /2}&0&0\\0&0&1&0\\0&0&0&1\end{array}} \right]\)

Thus, the \(4 \times 4\) matrix that rotates the points in \({\mathbb{R}^3}\) is \(\left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&0\\{ - 1/2}&{\sqrt 3 /2}&0&0\\0&0&1&0\\0&0&0&1\end{array}} \right]\).

03

Write the translation matrix

The translation by vector\({\bf{p}} = \left( {5, - 2,1} \right)\).

Compare\(\left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&5\\{ - 1/2}&{\sqrt 3 /2}&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right]\)with the matrix \(\left[ {\begin{array}{*{20}{c}}A&{\bf{p}}\\{{0^T}}&1\end{array}} \right]\).

So,\(A = \left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0\\{ - 1/2}&{\sqrt 3 /2}&0\\0&0&1\end{array}} \right]\)and\({\bf{p}} = \left[ {\begin{array}{*{20}{c}}5\\{ - 2}\\1\end{array}} \right]\).

Thetranslation matrix is represented as

\(\left[ {\begin{array}{*{20}{c}}1&0&0&5\\0&1&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}I&{\bf{p}}\\{{0^T}}&1\end{array}} \right]\).

The matrix can also be represented as\(\left[ {\begin{array}{*{20}{c}}I&{\bf{p}}\\{{0^T}}&1\end{array}} \right]\left[ {\begin{array}{*{20}{c}}A&0\\{{0^T}}&1\end{array}} \right]\).

The completetransformation is represented inhomogeneous coordinates in the following matrix form:

\(\left[ {\begin{array}{*{20}{c}}1&0&0&5\\0&1&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&0\\{ - 1/2}&{\sqrt 3 /2}&0&0\\0&0&1&0\\0&0&0&1\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&5\\{ - 1/2}&{\sqrt 3 /2}&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right]\)

Therefore, the required matrix is \(\left[ {\begin{array}{*{20}{c}}{\sqrt 3 /2}&{1/2}&0&5\\{ - 1/2}&{\sqrt 3 /2}&0&{ - 2}\\0&0&1&1\\0&0&0&1\end{array}} \right]\).

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Most popular questions from this chapter

In Exercises 1–9, assume that the matrices are partitioned conformably for block multiplication. In Exercises 5–8, find formulas for X, Y, and Zin terms of A, B, and C, and justify your calculations. In some cases, you may need to make assumptions about the size of a matrix in order to produce a formula. [Hint:Compute the product on the left, and set it equal to the right side.]

7. \[\left[ {\begin{array}{*{20}{c}}X&{\bf{0}}&{\bf{0}}\\Y&{\bf{0}}&I\end{array}} \right]\left[ {\begin{array}{*{20}{c}}A&Z\\{\bf{0}}&{\bf{0}}\\B&I\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}I&{\bf{0}}\\{\bf{0}}&I\end{array}} \right]\]

Use partitioned matrices to prove by induction that the product of two lower triangular matrices is also lower triangular. [Hint: \(A\left( {k + 1} \right) \times \left( {k + 1} \right)\) matrix \({A_1}\) can be written in the form below, where \[a\] is a scalar, v is in \({\mathbb{R}^k}\), and Ais a \(k \times k\) lower triangular matrix. See the study guide for help with induction.]

\({A_1} = \left[ {\begin{array}{*{20}{c}}a&{{0^T}}\\0&A\end{array}} \right]\).

Suppose A, B, and Care \(n \times n\) matrices with A, X, and \(A - AX\) invertible, and suppose

\({\left( {A - AX} \right)^{ - 1}} = {X^{ - 1}}B\) …(3)

  1. Explain why B is invertible.
  2. Solve (3) for X. If you need to invert a matrix, explain why that matrix is invertible.

Let Abe an invertible \(n \times n\) matrix, and let B be an \(n \times p\) matrix. Show that the equation \(AX = B\) has a unique solution \({A^{ - 1}}B\).

In the rest of this exercise set and in those to follow, you should assume that each matrix expression is defined. That is, the sizes of the matrices (and vectors) involved match appropriately.

Compute \(A - {\bf{5}}{I_{\bf{3}}}\) and \(\left( {{\bf{5}}{I_{\bf{3}}}} \right)A\)

\(A = \left( {\begin{aligned}{*{20}{c}}{\bf{9}}&{ - {\bf{1}}}&{\bf{3}}\\{ - {\bf{8}}}&{\bf{7}}&{ - {\bf{6}}}\\{ - {\bf{4}}}&{\bf{1}}&{\bf{8}}\end{aligned}} \right)\)

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