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Solve each system in Exercises 1–4 by using elementary row operations on the equations or on the augmented matrix. Follow the systematic elimination procedure.

  1. \(2{x_1} + 4{x_2} = - 4\)

\(5{x_1} + 7{x_2} = 11\)

Short Answer

Expert verified

The values are \({x_1} = 12\) and \({x_2} = - 7.\)

Step by step solution

01

Convert the given system into an augmented matrix

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

Thus, the augmented matrix for the given system of equations \(2{x_1} + 4{x_2} = - 4\) and \(5{x_1} + 7{x_2} = 11\) is represented as follows:

\(\left( {\begin{aligned}{*{20}{c}}2&4&{ - 4}\\5&7&{11}\end{aligned}} \right)\)

02

Apply an elementary row operation

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

To get the solution of the system of equations, you have to eliminate one of the variables, \({x_1}\) or \({x_2}\).

To obtain 1 as the coefficient of \({x_1}\), perform an elementary row operationon the matrix \(\left( {\begin{aligned}{*{20}{c}}2&4&{ - 4}\\5&7&{11}\end{aligned}} \right)\) as shown below.

Multiply row 1 by \(\frac{1}{2};\) i.e., \({R_1} \to \frac{1}{2}{R_1}\).

\(\left( {\begin{aligned}{*{20}{c}}{\frac{2}{2}}&{\frac{4}{2}}&{\frac{{ - 4}}{2}}\\5&7&{11}\end{aligned}} \right)\)

After performing the row operation, the matrix becomes

\(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\5&7&{11}\end{aligned}} \right)\)

03

Apply an elementary row operation

Use the \({x_1}\) term in the first equation to eliminate the \(5{x_1}\) term from the second equation. Perform an elementary row operationon the matrix \(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\5&7&{11}\end{aligned}} \right)\) as shown below.

Add \( - 5\) times row 1 to row 2, i.e., \({R_2} \to {R_2} - 5{R_1}\).

\(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\{5 - \left( {5 \times 1} \right)}&{7 - \left( {5 \times 2} \right)}&{11 - \left( {5 \times - 2} \right)}\end{aligned}} \right)\)

After performing the row operation, the matrix becomes

\(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\0&{ - 3}&{21}\end{aligned}} \right)\)

04

Apply an elementary row operation

To obtain 1 as the coefficient of\({x_2}\), perform an elementary row operationon the matrix \(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\0&{ - 3}&{21}\end{aligned}} \right)\) as shown below.

Multiply row 2 by \( - \frac{1}{3}\);, i.e., \({R_2} \to - \frac{1}{3}{R_2}\).

\(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\{ - \left( {\frac{0}{3}} \right)}&{ - \left( {\frac{{ - 3}}{3}} \right)}&{ - \left( {\frac{{21}}{3}} \right)}\end{aligned}} \right)\)

After performing the row operation, the matrix becomes

\(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\0&1&{ - 7}\end{aligned}} \right)\)

05

Apply an elementary row operation

Use the \({x_2}\) term in the second equation to eliminate the \(2{x_2}\) term from the first equation. Perform an elementary row operationon the matrix \(\left( {\begin{aligned}{*{20}{c}}1&2&{ - 2}\\0&1&{ - 7}\end{aligned}} \right)\) as shown below.

Subtract 2 times row 2 from row 1; i.e., \({R_1} \to {R_1} - 2{R_2}\).

\(\left( {\begin{aligned}{*{20}{c}}{1 - \left( {2 \times 0} \right)}&{2 - \left( {2 \times 1} \right)}&{ - 2 - \left( {2 \times - 7} \right)}\\0&1&{ - 7}\end{aligned}} \right)\)

After the row operation, the matrix becomes

\(\left( {\begin{aligned}{*{20}{c}}1&0&{12}\\0&1&{ - 7}\end{aligned}} \right)\)

06

Convert the matrix into the equation

To obtain the solution of the system of equations, you have to convert the augmented matrix into the system of equations again.

Write the obtained matrix \(\left( {\begin{aligned}{*{20}{c}}1&0&{12}\\0&1&{ - 7}\end{aligned}} \right)\)into the equation notation:

\(\begin{aligned}{c}{x_1} + 0\left( {{x_2}} \right) = 12\\0\left( {{x_1}} \right) + {x_2} = - 7\end{aligned}\)

07

Obtain the solution of the system of equations

Now, obtain the solution of the system of equations by equating \({x_1}\) to 12 and \({x_2}\) to \( - 7\):

\(\begin{aligned}{c}{x_1} = 12\\{x_2} = - 7\end{aligned}\)

Thus, the required values for the given system of equations are \({x_1} = 12\) and \({x_2} = - 7\).

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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).

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.

Find the general solutions of the systems whose augmented matrices are given as

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

Let \(A\) be a \(3 \times 3\) matrix with the property that the linear transformation \({\bf{x}} \mapsto A{\bf{x}}\) maps \({\mathbb{R}^3}\) into \({\mathbb{R}^3}\). Explain why transformation must be one-to-one.

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

19. There exits a matrix A such thatA[-12]=[357].

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