Determine the value(s) of \(a\) such that \(\left\{ {\left( {\begin{aligned}{*{20}{c}}1\\a\end{aligned}} \right),\left( {\begin{aligned}{*{20}{c}}a\\{a + 2}\end{aligned}} \right)} \right\}\) is linearly independent.

Short Answer

Expert verified

The vectors are linearly independent for all values of \(a\), except \(a = 2\) and \(a = - 1\).

Step by step solution

01

Write the vector in the augmented matrix form

Write the vector in the augmented matrix form.

\(\begin{aligned}{l}{x_1}{{\mathop{\rm v}\nolimits} _1} + {x_2}{{\mathop{\rm v}\nolimits} _2} = {{\mathop{\rm v}\nolimits} _3}\\{x_1}\left( {\begin{aligned}{*{20}{c}}1\\a\end{aligned}} \right) + {x_2}\left( {\begin{aligned}{*{20}{c}}a\\{a + 2}\end{aligned}} \right) = \left( {\begin{aligned}{*{20}{c}}0\\0\end{aligned}} \right)\,....\left( * \right)\\\left( {\begin{aligned}{*{20}{c}}1&a&0\\a&{a + 2}&0\end{aligned}} \right)\end{aligned}\)

02

Apply the row operation

At row two, multiply row one by \(a\) and subtract it from row two.

\(\begin{aligned}{l}\left( {\begin{aligned}{*{20}{c}}1&a&0\\0&{a + 2 - {a^2}}&0\end{aligned}} \right)\\\left( {\begin{aligned}{*{20}{c}}1&a&0\\0&{\left( {2 - a} \right)\left( {1 + a} \right)}&0\end{aligned}} \right)\end{aligned}\)

03

Determine the value of \(a\) 

The columns of matrix \(A\) arelinearly independentif and only if the equation \(Ax = 0\) has only a trivial solution.

There is a non-trivial solution for equation (*) if and only if \(\left( {2 - a} \right)\left( {1 + a} \right) = 0\).

Thus, the vectors are linearly independent for all values of \(a\), except \(a = 2\) and \(a = - 1\).

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Most popular questions from this chapter

A Givens rotation is a linear transformation from \({\mathbb{R}^{\bf{n}}}\) to \({\mathbb{R}^{\bf{n}}}\) used in computer programs to create a zero entry in a vector (usually a column of matrix). The standard matrix of a given rotations in \({\mathbb{R}^{\bf{2}}}\) has the form

\(\left( {\begin{aligned}{*{20}{c}}a&{ - b}\\b&a\end{aligned}} \right)\), \({a^2} + {b^2} = 1\)

Find \(a\) and \(b\) such that \(\left( {\begin{aligned}{*{20}{c}}4\\3\end{aligned}} \right)\) is rotated into \(\left( {\begin{aligned}{*{20}{c}}5\\0\end{aligned}} \right)\).

In Exercise 19 and 20, choose \(h\) and \(k\) such that the system has

a. no solution

b. unique solution

c. many solutions.

Give separate answers for each part.

19. \(\begin{array}{l}{x_1} + h{x_2} = 2\\4{x_1} + 8{x_2} = k\end{array}\)

If Ais an \(n \times n\) matrix and the transformation \({\bf{x}}| \to A{\bf{x}}\) is one-to-one, what else can you say about this transformation? Justify your answer.

Suppose an experiment leads to the following system of equations:

\(\begin{aligned}{c}{\bf{4}}.{\bf{5}}{x_{\bf{1}}} + {\bf{3}}.{\bf{1}}{x_{\bf{2}}} = {\bf{19}}.{\bf{249}}\\1.6{x_{\bf{1}}} + 1.1{x_{\bf{2}}} = 6.843\end{aligned}\) (3)

  1. Solve system (3), and then solve system (4), below, in which the data on the right have been rounded to two decimal places. In each case, find the exactsolution.

\(\begin{aligned}{c}{\bf{4}}.{\bf{5}}{x_{\bf{1}}} + {\bf{3}}.{\bf{1}}{x_{\bf{2}}} = {\bf{19}}.{\bf{25}}\\1.6{x_{\bf{1}}} + 1.1{x_{\bf{2}}} = 6.8{\bf{4}}\end{aligned}\) (4)

  1. The entries in (4) differ from those in (3) by less than .05%. Find the percentage error when using the solution of (4) as an approximation for the solution of (3).
  1. Use your matrix program to produce the condition number of the coefficient matrix in (3).

Consider the dynamical system x(t+1)=[1.100]X(t).

Sketch a phase portrait of this system for the given values of λ:

λ=1

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