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Determine if the systems in Exercises 15 and 16 are consistent.

Do not completely solve the systems.

15.\[\begin{array}{c}{x_1}\,\,\,\,\,\,\,\,\,\,\, + 3{x_3}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, = 2\\{x_2}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, - 3{x_4} = 3\\ - 2{x_2} + \,3{x_3}\,\,\, + 2{x_4} = 1\\3{x_1}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, + 7{x_4} = - 5\end{array}\]

Short Answer

Expert verified

The given system is consistent.

Step by step solution

01

Write the augmented matrix of the system

To express a system in theaugmented matrixform, extract the coefficients of the variables and the constants and place these entries in the column of the matrix.

The given system of equations is as follows:

\[\begin{array}{c}{x_1}\,\,\,\,\,\,\,\,\,\,\, + 3{x_3}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, = 2\\{x_2}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, - 3{x_4} = 3\\ - 2{x_2} + \,3{x_3}\,\,\, + 2{x_4} = 1\\3{x_1}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, + 7{x_4} = - 5\end{array}\]

So, the augmented matrix for the given system can be written as follows:

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&{ - 2}&3&2&1\\3&0&0&7&{ - 5}\end{array}} \right]\]

02

Reduce the augmented matrix to a triangular matrix

A basic principle states that row operations do not affect the solution set of a linear system.

To eliminate the \[3{x_1}\] term from the fourth equation, perform an elementary row operationon the matrix\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&{ - 2}&3&2&1\\3&0&0&7&{ - 5}\end{array}} \right]\] as shown below.

Add \[ - 3\] times the first row to the fourth row; i.e., \({R_4} \to {R_4} - 3{R_1}\).

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&{ - 2}&3&2&1\\{3 - 3\left( 1 \right)}&{0 - 3\left( 0 \right)}&{0 - 3\left( 3 \right)}&{7 - 3\left( 0 \right)}&{ - 5 - 3\left( 2 \right)}\end{array}} \right]\]

After the row operation, the matrix becomes

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&{ - 2}&3&2&1\\0&0&{ - 9}&7&{ - 11}\end{array}} \right]\]

03

Apply the row operation

Use the \[{x_2}\] term in the second equation to eliminate the \[ - 2{x_2}\] term from the third equation. Perform an elementary row operationon the matrix\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&{ - 2}&3&2&1\\0&0&{ - 9}&7&{ - 11}\end{array}} \right]\] as shown below.

Add 2 times the second row to the third row; i.e., \({R_3} \to {R_3} + 2{R_2}\).

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\{0 + 2\left( 0 \right)}&{ - 2 + 2\left( 1 \right)}&{3 + 2\left( 0 \right)}&{2 + 2\left( { - 3} \right)}&{1 + 2\left( 3 \right)}\\0&0&{ - 9}&7&{ - 11}\end{array}} \right]\]

After the row operation, the matrix becomes

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&0&3&{ - 4}&7\\0&0&{ - 9}&7&{ - 11}\end{array}} \right]\]

04

Apply the row operation

Use the \[3{x_3}\] term in the third equation to eliminate the \[ - 9{x_3}\] term from the fourth equation. Perform an elementary row operationon the matrix\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&0&3&{ - 4}&7\\0&0&{ - 9}&7&{ - 11}\end{array}} \right]\] as shown below.

Add 3 times the third row to the fourth row; i.e., \({R_4} \to {R_4} + 3{R_3}\).

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&0&3&{ - 4}&7\\{0 + 3\left( 0 \right)}&{0 + 3\left( 0 \right)}&{ - 9 + 3\left( 3 \right)}&{7 + 3\left( { - 4} \right)}&{ - 11 + 3\left( 7 \right)}\end{array}} \right]\]

After the row operation, the matrix becomes

\[\left[ {\begin{array}{*{20}{c}}{\rm{1}}&0&3&0&2\\0&1&0&{ - 3}&3\\0&0&3&{ - 4}&7\\0&0&0&{ - 5}&{10}\end{array}} \right]\]

05

Convert the augmented matrix back to the system of equations

From the obtained augmented matrix, the system of equations can be written as follows:

\[\begin{array}{c}{x_1}\,\,\,\,\,\,\,\,\,\,\, + 3{x_3}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, = 2\\{x_2}\,\,\,\,\,\,\,\,\,\,\,\,\,\,\, - 3{x_4} = 3\\\,3{x_3}\,\,\, - 4{x_4} = 7\\ - 5{x_4} = 10\end{array}\]

A unique value of \[{x_4}\] can be obtained from the fourth equation.

If \[{x_4}\] is substituted by its unique value in the second and third equations, the unique values of \[{x_2}\] and \[{x_3}\] can be calculated. Thus, substituting \[{x_3}\] by its value in the first equation, you will get a unique value of\[{x_1}\].

Since all the values can be uniquely determined, a unique solution exists for the given system.

Hence, the given system is consistent.

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Most popular questions from this chapter

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).

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

24.

a. Any list of five real numbers is a vector in \({\mathbb{R}^5}\).

b. The vector \({\mathop{\rm u}\nolimits} \) results when a vector \({\mathop{\rm u}\nolimits} - v\) is added to the vector \({\mathop{\rm v}\nolimits} \).

c. The weights \({{\mathop{\rm c}\nolimits} _1},...,{c_p}\) in a linear combination \({c_1}{v_1} + \cdot \cdot \cdot + {c_p}{v_p}\) cannot all be zero.

d. When are \({\mathop{\rm u}\nolimits} \) nonzero vectors, Span \(\left\{ {u,v} \right\}\) contains the line through \({\mathop{\rm u}\nolimits} \) and the origin.

e. Asking whether the linear system corresponding to an augmented matrix \(\left[ {\begin{array}{*{20}{c}}{{{\rm{a}}_{\rm{1}}}}&{{{\rm{a}}_{\rm{2}}}}&{{{\rm{a}}_{\rm{3}}}}&{\rm{b}}\end{array}} \right]\) has a solution amounts to asking whether \({\mathop{\rm b}\nolimits} \) is in Span\(\left\{ {{a_1},{a_2},{a_3}} \right\}\).

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.

Find the elementary row operation that transforms the first matrix into the second, and then find the reverse row operation that transforms the second matrix into the first.

29. \(\left[ {\begin{array}{*{20}{c}}0&{ - 2}&5\\1&4&{ - 7}\\3&{ - 1}&6\end{array}} \right]\), \(\left[ {\begin{array}{*{20}{c}}1&4&{ - 7}\\0&{ - 2}&5\\3&{ - 1}&6\end{array}} \right]\)

Give a geometric description of Span \(\left\{ {{v_1},{v_2}} \right\}\) for the vectors in Exercise 16.

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