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Let \(u = \left[ {\begin{array}{*{20}{c}}2\\{ - 1}\end{array}} \right]\) and \(v = \left[ {\begin{array}{*{20}{c}}2\\1\end{array}} \right]\). Show that \(\left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) is in Span \(\left\{ {u,v} \right\}\) for all \(h\) and\(k\).

Short Answer

Expert verified

\(\left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) is in span\(\left\{ {u,v} \right\}\) for all \(h\) and \(k\).

Step by step solution

01

Determine the objective to be shown

You want to show that \(\left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) is in span\(\left\{ {u,v} \right\}\) for all \(h\) and \(k\). It is enough to depict that there exists \(x\) and \(y\) in \(\mathbb{R}\) such that\(xu + yv = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\).

02

Convert the linear combination to the system

Substitute \(u = \left[ {\begin{array}{*{20}{c}}2\\{ - 1}\end{array}} \right]\) and \(v = \left[ {\begin{array}{*{20}{c}}2\\1\end{array}} \right]\) in \(xu + yv = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) as shown below:

\(\begin{array}{c}x\left[ {\begin{array}{*{20}{c}}2\\{ - 1}\end{array}} \right] + y\left[ {\begin{array}{*{20}{c}}2\\1\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\\\left[ {\begin{array}{*{20}{c}}{2x}\\{ - x}\end{array}} \right] + \left[ {\begin{array}{*{20}{c}}{2y}\\y\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\\\left[ {\begin{array}{*{20}{c}}{2x + 2y}\\{ - x + y}\end{array}} \right] = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\end{array}\)

This implies that the system of equations is:

\(\begin{array}{c}2x + 2y = h\\ - x + y = k\end{array}\)

03

Determine the consistency of the system

The row echelon form of the augmented matrix of this system is given as follows:

Apply row operation \({R_1} \to \frac{{{R_1}}}{2}\) to \(\left[ {\begin{array}{*{20}{c}}2&2&h\\{ - 1}&1&k\end{array}} \right]\) to get

\(\left[ {\begin{array}{*{20}{c}}1&1&{\frac{h}{2}}\\{ - 1}&1&k\end{array}} \right]\)

Apply \({R_2} \to {R_2} + {R_1}\) in the above matrix to get

\(\left[ {\begin{array}{*{20}{c}}1&1&{\frac{h}{2}}\\0&2&{k + \frac{h}{2}}\end{array}} \right]\)

This implies that the system is consistent.

04

Equivalent system of the original system

The equivalent system of equations using the echelon form is:

\(\begin{array}{c}x + y = \frac{h}{2}\\2y = k + \frac{h}{2}\end{array}\)

05

Solve x and y

Solve \(x\) and \(y\) in terms of \(h\) and \(k\) as follows:

\(y = \frac{1}{2}\left( {k + \frac{h}{2}} \right)\)

Substitute \(y = \frac{1}{2}\left( {k + \frac{h}{2}} \right)\) in \(x + y = \frac{h}{2}\) to get

\(\begin{array}{c}x + \frac{1}{2}\left( {k + \frac{h}{2}} \right) = \frac{h}{2}\\x + \frac{k}{2} + \frac{h}{4} = \frac{h}{2}\\x = \frac{h}{2} - \frac{h}{4} - \frac{k}{2}\\x = \frac{h}{4} - \frac{k}{2}\end{array}\)

06

Conclusion

This implies that there exists \(x\) and \(y\) in \(\mathbb{R}\) such that \(xu + yv = \left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) for all \(h\) and \(k\).

Hence, \(\left[ {\begin{array}{*{20}{c}}h\\k\end{array}} \right]\) is in span\(\left\{ {u,v} \right\}\) for all \(h\) and \(k\) shown.

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Most popular questions from this chapter

Describe and compare the solution sets of \({x_1} - 3{x_2} + 5{x_3} = 0\), and \({x_1} - 3{x_2} + 5{x_3} = 4\).

Rewrite the (numerical) matrix equation below in symbolic form as a vector equation, using symbols \({{\bf{v}}_1},{{\bf{v}}_2},{{\bf{v}}_3},...\) for the vectors and \({c_1},{c_2},...\) for scalars. Define what each symbol represents, using the data given in the matrix equation.

\(\left( {\begin{array}{*{20}{c}}{ - 3}&5&{ - 4}&9&7\\5&8&1&{ - 2}&{ - 4}\end{array}} \right)\left( {\begin{array}{*{20}{c}}{ - 3}\\2\\4\\{ - 1}\\2\end{array}} \right) = \left( {\begin{array}{*{20}{c}}8\\{ - 1}\end{array}} \right)\)

As in Exercise 15, describe the solutions of the following system in parametric vector form, and provide a geometric comparison with the solution set in Exercise 6.

\(\begin{array}{c}{x_1} + 3{x_2} - 5{x_3} = 4\\{x_1} + 4{x_2} - 8{x_3} = 7\\ - 3{x_1} - 7{x_2} + 9{x_3} = - 6\end{array}\)

a. Find the general flow pattern in the network shown in the figure.

b. Assuming that the flow must be in the directions indicated, find the minimum flows in the branches denoted by \({x_2}\), \({x_3}\), \({x_4}\) and \({x_5}\).

Suppose Tand Ssatisfy the invertibility equations (1) and (2), where T is a linear transformation. Show directly that Sis a linear transformation. (Hint: Given u, v in \({\mathbb{R}^n}\), let \({\mathop{\rm x}\nolimits} = S\left( {\mathop{\rm u}\nolimits} \right),{\mathop{\rm y}\nolimits} = S\left( {\mathop{\rm v}\nolimits} \right)\). Then \(T\left( {\mathop{\rm x}\nolimits} \right) = {\mathop{\rm u}\nolimits} \), \(T\left( {\mathop{\rm y}\nolimits} \right) = {\mathop{\rm v}\nolimits} \). Why? Apply Sto both sides of the equation \(T\left( {\mathop{\rm x}\nolimits} \right) + T\left( {\mathop{\rm y}\nolimits} \right) = T\left( {{\mathop{\rm x}\nolimits} + y} \right)\). Also, consider \(T\left( {cx} \right) = cT\left( x \right)\).)

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