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Show that the signals in Exercises 3-6 form a basis for the solution set of the accompanying difference equation.\(\left\{ {{3^k},\,\,{{\left( { - 3} \right)}^k}} \right\}\)

The signals and equation in Exercise 2.

Short Answer

Expert verified

forms a basis for the difference equation.

Step by step solution

01

Check the dependence of the solution

For scalars \({c_1}\) and \({c_2}\), \({c_1}{\left( 3 \right)^k} + {c_2}{\left( { - 3} \right)^k} = 0\).

Write the above equation in the matrix form.

\(\begin{aligned} \left[ {\begin{array}{*{20}{c}}{{3^k}}&{{{\left( { - 3} \right)}^k}}\\{{3^{k + 1}}}&{{{\left( { - 3} \right)}^{k + 1}}}\end{array}} \right]\left[ {\begin{array}{*{20}{c}}{{c_1}}\\{{c_2}}\end{array}} \right] &= \left[ {\begin{array}{*{20}{c}}0\\0\end{array}} \right]\\{A_k}c &= 0\end{aligned}\)

So, \({3^k}\) is the solution of the given difference equation.

02

Write the augmented matrix for the matrix equation

For \(k = 0\),

\(\begin{aligned} \left[ {\begin{array}{*{20}{c}}{{3^k}}&{{{\left( { - 3} \right)}^k}}\\{{3^{k + 1}}}&{{{\left( { - 3} \right)}^{k + 1}}}\end{array}} \right] &= \left[ {\begin{array}{*{20}{c}}{{3^0}}&{{{\left( { - 3} \right)}^0}}\\{{3^1}}&{{{\left( { - 3} \right)}^1}}\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}1&1\\3&{ - 3}\end{array}} \right]\\ &= \left[ {\begin{array}{*{20}{c}}1&1\\0&{ - 6}\end{array}} \right].\end{aligned}\)

There is a pivot column in each row, and the system has atrivial solution. So, the signals \(\left\{ {{3^k},\,\,{{\left( { - 3} \right)}^k}} \right\}\) are linearly independent.

03

Check whether the solution is the basis of the difference equation

The solution set of the equation \({y_{k + 2}} - 9{y_k} = 0\) is two-dimensional andlinearly independent.

Therefore, by the basis theorem, the set \(\left\{ {{3^k},\,\,{{\left( { - 3} \right)}^k}} \right\}\) forms a basis for the difference equation \({y_{k + 2}} - 9{y_k} = 0\).

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Most popular questions from this chapter

Let S be a maximal linearly independent subset of a vector space V. In other words, S has the property that if a vector not in S is adjoined to S, the new set will no longer be linearly independent. Prove that S must be a basis of V. [Hint: What if S were linearly independent but not a basis of V?]

(M) Let \(H = {\mathop{\rm Span}\nolimits} \left\{ {{{\mathop{\rm v}\nolimits} _1},{{\mathop{\rm v}\nolimits} _2}} \right\}\) and \(K = {\mathop{\rm Span}\nolimits} \left\{ {{{\mathop{\rm v}\nolimits} _3},{{\mathop{\rm v}\nolimits} _4}} \right\}\), where

\({{\mathop{\rm v}\nolimits} _1} = \left( {\begin{array}{*{20}{c}}5\\3\\8\end{array}} \right),{{\mathop{\rm v}\nolimits} _2} = \left( {\begin{array}{*{20}{c}}1\\3\\4\end{array}} \right),{{\mathop{\rm v}\nolimits} _3} = \left( {\begin{array}{*{20}{c}}2\\{ - 1}\\5\end{array}} \right),{{\mathop{\rm v}\nolimits} _4} = \left( {\begin{array}{*{20}{c}}0\\{ - 12}\\{ - 28}\end{array}} \right)\)

Then \(H\) and \(K\) are subspaces of \({\mathbb{R}^3}\). In fact, \(H\) and \(K\) are planes in \({\mathbb{R}^3}\) through the origin, and they intersect in a line through 0. Find a nonzero vector w that generates that line. (Hint: w can be written as \({c_1}{{\mathop{\rm v}\nolimits} _1} + {c_2}{{\mathop{\rm v}\nolimits} _2}\) and also as \({c_3}{{\mathop{\rm v}\nolimits} _3} + {c_4}{{\mathop{\rm v}\nolimits} _4}\). To build w, solve the equation \({c_1}{{\mathop{\rm v}\nolimits} _1} + {c_2}{{\mathop{\rm v}\nolimits} _2} = {c_3}{{\mathop{\rm v}\nolimits} _3} + {c_4}{{\mathop{\rm v}\nolimits} _4}\) for the unknown \({c_j}'{\mathop{\rm s}\nolimits} \).)

In Exercises 27-30, use coordinate vectors to test the linear independence of the sets of polynomials. Explain your work.

\({\left( {{\bf{2}} - t} \right)^{\bf{3}}}\), \({\left( {{\bf{3}} - t} \right)^2}\), \({\bf{1}} + {\bf{6}}t - {\bf{5}}{t^{\bf{2}}} + {t^{\bf{3}}}\)

Suppose \(A\) is \(m \times n\)and \(b\) is in \({\mathbb{R}^m}\). What has to be true about the two numbers rank \(\left[ {A\,\,\,{\rm{b}}} \right]\) and \({\rm{rank}}\,A\) in order for the equation \(Ax = b\) to be consistent?

Define a linear transformation by \(T\left( {\mathop{\rm p}\nolimits} \right) = \left( {\begin{array}{*{20}{c}}{{\mathop{\rm p}\nolimits} \left( 0 \right)}\\{{\mathop{\rm p}\nolimits} \left( 0 \right)}\end{array}} \right)\). Find \(T:{{\mathop{\rm P}\nolimits} _2} \to {\mathbb{R}^2}\)polynomials \({{\mathop{\rm p}\nolimits} _1}\) and \({{\mathop{\rm p}\nolimits} _2}\) in \({{\mathop{\rm P}\nolimits} _2}\) that span the kernel of T, and describe the range of T.

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