In Exercises 13-16, use a rectangular coordinator system to plot \(u = \left[ {\begin{array}{*{20}{c}}5\\2\end{array}} \right]\), \(v = \left[ {\begin{array}{*{20}{c}}{ - 2}\\4\end{array}} \right]\) and their images under the given transformation \(T\). (Make a separate and reasonably large sketch for each exercise.) Describe geometrically what \(T\) does to each vector \(x\) in \({\mathbb{R}^2}\).

\(T\left( x \right) = \left[ {\begin{array}{*{20}{c}}{ - 1}&0\\0&{ - 1}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\end{array}} \right]\)

Short Answer

Expert verified

The transformation \(T\left( x \right)\) can be defined as the reflection about the origin or the rotation about the origin either by \(\pi \) or \( - \pi \) radian.

Step by step solution

01

Finding the rectangular coordinate

For the rectangular coordinate \(u = \left[ {\begin{array}{*{20}{c}}5\\2\end{array}} \right]\), find the coordinate after thetransformation \(T\left( x \right) = \left[ {\begin{array}{*{20}{c}}{ - 1}&0\\0&{ - 1}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\end{array}} \right]\).

\(\begin{aligned} T\left( x \right) &= \left[ {\begin{array}{*{20}{c}}{ - 1}&0\\0&{ - 1}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}5\\2\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}{\left( { - 1} \right) \times 5 + 0 \times 2}\\{0 \times 5 + \left( { - 1} \right) \times 2}\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}{ - 5}\\{ - 2}\end{array}} \right]\end{aligned}\)

02

Finding the rectangular coordinate

For the rectangular coordinate \(v = \left[ {\begin{array}{*{20}{c}}{ - 2}\\4\end{array}} \right]\), find the coordinate after thetransformation \(T\left( x \right) = \left[ {\begin{array}{*{20}{c}}{ - 1}&0\\0&{ - 1}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\end{array}} \right]\).

\(\begin{aligned} T\left( x \right) &= \left[ {\begin{array}{*{20}{c}}{ - 1}&0\\0&{ - 1}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{ - 2}\\4\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}{\left( { - 1} \right) \times \left( { - 2} \right) + 0 \times 4}\\{0 \times \left( { - 2} \right) + \left( { - 1} \right) \times 4}\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}2\\{ - 4}\end{array}} \right]\end{aligned}\)

03

Finding the rectangular coordinate

The transformed coordinates can be plotted as follows:

So, the transformation \(T\left( x \right)\) can be defined as the reflection about the origin or the rotation about the origin either by \(\pi \) or \( - \pi \) radian.

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Most popular questions from this chapter

In Exercise 23 and 24, make each statement True or False. Justify each answer.

23.

a. Another notation for the vector \(\left[ {\begin{array}{*{20}{c}}{ - 4}\\3\end{array}} \right]\) is \(\left[ {\begin{array}{*{20}{c}}{ - 4}&3\end{array}} \right]\).

b. The points in the plane corresponding to \(\left[ {\begin{array}{*{20}{c}}{ - 2}\\5\end{array}} \right]\) and \(\left[ {\begin{array}{*{20}{c}}{ - 5}\\2\end{array}} \right]\) lie on a line through the origin.

c. An example of a linear combination of vectors \({{\mathop{\rm v}\nolimits} _1}\) and \({{\mathop{\rm v}\nolimits} _2}\) is the vector \(\frac{1}{2}{{\mathop{\rm v}\nolimits} _1}\).

d. The solution set of the linear system whose augmented matrix is \(\left[ {\begin{array}{*{20}{c}}{{a_1}}&{{a_2}}&{{a_3}}&b\end{array}} \right]\) is the same as the solution set of the equation\({{\mathop{\rm x}\nolimits} _1}{a_1} + {x_2}{a_2} + {x_3}{a_3} = b\).

e. The set Span \(\left\{ {u,v} \right\}\) is always visualized as a plane through the origin.

Consider a dynamical system x(t+1)=Ax(t) with two components. The accompanying sketch shows the initial state vector x0and two eigen vectors υ1andυ2 of A (with eigen values λ1andλ2 respectively). For the given values of λ1andλ2, draw a rough trajectory. Consider the future and the past of the system.

λ1=1,λ2=0.9

Solve the systems in Exercises 11‑14.

12.\(\begin{aligned}{c}{x_1} - 3{x_2} + 4{x_3} = - 4\\3{x_1} - 7{x_2} + 7{x_3} = - 8\\ - 4{x_1} + 6{x_2} - {x_3} = 7\end{aligned}\)

Determine whether the statements that follow are true or false, and justify your answer.

15: The systemAx=[0001]isinconsistent for all 4×3 matrices A.

Question: Determine whether the statements that follow are true or false, and justify your answer.

16: There exists a 2x2 matrix such that

A[11]=[12]andA[22]=[21].

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