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In Exercises 7-12, describe all solutions of \(Ax = 0\) in parametric vector form, where \(A\) is row equivalent to the given matrix.

12. \(\left( {\begin{array}{*{20}{c}}1&5&2&{ - 6}&9&0\\0&0&1&{ - 7}&4&{ - 8}\\0&0&0&0&0&1\\0&0&0&0&0&0\end{array}} \right)\)

Short Answer

Expert verified

The solution in the parametric vector form is \(\left( {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\\{{x_5}}\\{{x_6}}\end{array}} \right) = {x_2}\left( {\begin{array}{*{20}{c}}{ - 5}\\1\\0\\0\\0\\0\end{array}} \right) + {x_4}\left( {\begin{array}{*{20}{c}}{ - 8}\\0\\7\\1\\0\\0\end{array}} \right) + {x_5}\left( {\begin{array}{*{20}{c}}{ - 1}\\0\\{ - 4}\\0\\1\\0\end{array}} \right).\).

Step by step solution

01

Write the matrix in the augmented form

The number of columns in matrix \(A\) should be equal to the number of entries in vector x so that \(A{\bf{x}}\) can be defined.

Consider matrix \(A = \left( {\begin{array}{*{20}{c}}1&5&2&{ - 6}&9&0\\0&0&1&{ - 7}&4&{ - 8}\\0&0&0&0&1&0\\0&0&0&0&0&0\end{array}} \right)\) in the augmented form, \(\left( {\begin{array}{*{20}{c}}A&0\end{array}} \right)\), as shown below:

\(\left( {\begin{array}{*{20}{c}}A&0\end{array}} \right) = \left( {\begin{array}{*{20}{c}}1&5&2&{ - 6}&9&0&0\\0&0&1&{ - 7}&4&{ - 8}&0\\0&0&0&0&0&1&0\\0&0&0&0&0&0&0\end{array}} \right)\)

Use \({x_6}\) in the third equation to eliminate \( - 8{x_6}\) from the second equation. Add 8 times row three to row two.

\(\left( {\begin{array}{*{20}{c}}A&0\end{array}} \right) = \left( {\begin{array}{*{20}{c}}1&5&2&{ - 6}&9&0&0\\0&0&1&{ - 7}&4&0&0\\0&0&0&0&0&1&0\\0&0&0&0&0&0&0\end{array}} \right)\)

Use \({x_3}\) in the second equation to eliminate \(2{x_3}\) from the first equation. Add \( - 2\) times row two to row one.

\(\left( {\begin{array}{*{20}{c}}A&0\end{array}} \right) = \left( {\begin{array}{*{20}{c}}1&5&0&8&1&0&0\\0&0&1&{ - 7}&4&0&0\\0&0&0&0&0&1&0\\0&0&0&0&0&0&0\end{array}} \right)\)

02

Write the augmented matrix in the system of equations

It is given that there are six columns in the given matrix, which means there should be six entries in vector x.

Thus, the equation \(A{\bf{x}} = 0\) can be written as shown below:

\(\begin{array}{c}A{\bf{x}} = 0\\\left( {\begin{array}{*{20}{c}}1&5&0&8&1&0&0\\0&0&1&{ - 7}&4&0&0\\0&0&0&0&0&1&0\\0&0&0&0&0&0&0\end{array}} \right)\left( {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\\{{x_5}}\\{{x_6}}\end{array}} \right) = \left( {\begin{array}{*{20}{c}}0\\0\\0\\0\end{array}} \right)\end{array}\)

Write the above matrix equation in the system of equations as shown below:

\(\begin{array}{c}{x_1}\left( {\begin{array}{*{20}{c}}1\\0\\0\\0\end{array}} \right) + {x_2}\left( {\begin{array}{*{20}{c}}5\\0\\0\\0\end{array}} \right) + {x_3}\left( {\begin{array}{*{20}{c}}0\\1\\0\\0\end{array}} \right) + {x_4}\left( {\begin{array}{*{20}{c}}8\\{ - 7}\\0\\0\end{array}} \right) + {x_5}\left( {\begin{array}{*{20}{c}}1\\4\\0\\0\end{array}} \right) + {x_6}\left( {\begin{array}{*{20}{c}}0\\0\\1\\0\end{array}} \right) = \left( {\begin{array}{*{20}{c}}0\\0\\0\\0\end{array}} \right)\\\left( {\begin{array}{*{20}{c}}{{x_1} + 5{x_2} + \left( 0 \right){x_3} + 8{x_4} + {x_5} + \left( 0 \right){x_6}}\\{\left( 0 \right){x_1} + \left( 0 \right){x_2} + {x_3} - 7{x_4} + 4{x_5} + \left( 0 \right){x_6}}\\{\left( 0 \right){x_1} + \left( 0 \right){x_2} + \left( 0 \right){x_3} + \left( 0 \right){x_4} + \left( 0 \right){x_5} + {x_6}}\\{\left( 0 \right){x_1} + \left( 0 \right){x_2} + \left( 0 \right){x_3} + \left( 0 \right){x_4} + \left( 0 \right){x_5} + \left( 0 \right){x_6}}\end{array}} \right) = \left( {\begin{array}{*{20}{c}}0\\0\\0\\0\end{array}} \right)\end{array}\)

So, the system of equations becomes

\(\begin{array}{c}{x_1} + 5{x_2} + 8{x_4} + {x_5} = 0\\{x_3} - 7{x_4} + 4{x_5} = 0\\{x_6} = 0.\end{array}\)

03

Separate the variables into free and basic types

From the above equations, \({x_1}\), \({x_3}\), and \({x_6}\) are the pivot positions. So, \({x_1}\), \({x_3}\), \({x_6}\) are basic variables, and \({x_2}\), \({x_4}\), \({x_5}\) are the free variables.

So, let \({x_2} = a\), \({x_4} = b\), \({x_5} = c\).

04

Obtain the value of basic variables in parametric forms

Substitute \({x_4} = b\), and \({x_5} = c\) in the equation \({x_3} - 7{x_4} + 4{x_5} = 0\) to obtain the general solution.

\(\begin{array}{c}{x_3} - 7\left( b \right) + 4\left( c \right) = 0\\{x_3} = 7b - 4c\end{array}\)

Substitute \({x_2} = a\), \({x_4} = b\), and \({x_5} = c\) in the equation \({x_1} + 5{x_2} + 8{x_4} + {x_5} = 0\) to obtain the general solution.

\(\begin{array}{c}{x_1} + 5\left( a \right) + 8\left( b \right) + \left( c \right) = 0\\{x_1} = - 5a - 8b - c\end{array}\)

05

Write the solution in the parametric form

Obtain the vector in the parametric form by using \({x_1} = - 5a - 8b - c\), \({x_2} = a\), \({x_3} = 7b - 4c\), \({x_4} = b\), \({x_5} = c\), and \({x_6} = 0\).

\(\begin{array}{c}\left( {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\\{{x_5}}\\{{x_6}}\end{array}} \right) = \left( {\begin{array}{*{20}{c}}{ - 5a - 8b - c}\\a\\{7b - 4c}\\b\\c\\0\end{array}} \right)\\ = \left( {\begin{array}{*{20}{c}}{ - 5a}\\a\\0\\0\\0\\0\end{array}} \right) + \left( {\begin{array}{*{20}{c}}{ - 8b}\\0\\{7b}\\b\\0\\0\end{array}} \right) + \left( {\begin{array}{*{20}{c}}{ - c}\\0\\{ - 4c}\\0\\c\\0\end{array}} \right)\\ = a\left( {\begin{array}{*{20}{c}}{ - 5}\\1\\0\\0\\0\\0\end{array}} \right) + b\left( {\begin{array}{*{20}{c}}{ - 8}\\0\\7\\1\\0\\0\end{array}} \right) + c\left( {\begin{array}{*{20}{c}}{ - 1}\\0\\{ - 4}\\0\\1\\0\end{array}} \right)\end{array}\)

Or it can be written as shown below:

\(\left( {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\\{{x_5}}\\{{x_6}}\end{array}} \right) = {x_2}\left( {\begin{array}{*{20}{c}}{ - 5}\\1\\0\\0\\0\\0\end{array}} \right) + {x_4}\left( {\begin{array}{*{20}{c}}{ - 8}\\0\\7\\1\\0\\0\end{array}} \right) + {x_5}\left( {\begin{array}{*{20}{c}}{ - 1}\\0\\{ - 4}\\0\\1\\0\end{array}} \right)\)

Thus, the solution in the parametric vector form is:\(\left( {\begin{array}{*{20}{c}}{{x_1}}\\{{x_2}}\\{{x_3}}\\{{x_4}}\\{{x_5}}\\{{x_6}}\end{array}} \right) = {x_2}\left( {\begin{array}{*{20}{c}}{ - 5}\\1\\0\\0\\0\\0\end{array}} \right) + {x_4}\left( {\begin{array}{*{20}{c}}{ - 8}\\0\\7\\1\\0\\0\end{array}} \right) + {x_5}\left( {\begin{array}{*{20}{c}}{ - 1}\\0\\{ - 4}\\0\\1\\0\end{array}} \right)\).

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Most popular questions from this chapter

In Exercises 7-12, describe all solutions of \(Ax = 0\) in parametric vector form, where \(A\) is row equivalent to the given matrix.

10. \(\left[ {\begin{array}{*{20}{c}}1&3&0&{ - 4}\\2&6&0&{ - 8}\end{array}} \right]\)

In Exercises 5 and 6, follow the method of Examples 1 and 2 to write the solution set of the given homogeneous system in parametric vector form.

6. \(\begin{array}{c}{x_1} + 3{x_2} - 5{x_3} = 0\\{x_1} + 4{x_2} - 8{x_3} = 0\\ - 3{x_1} - 7{x_2} + 9{x_3} = 0\end{array}\)

Consider the problem of determining whether the following system of equations is consistent:

\(\begin{aligned}{c}{\bf{4}}{x_1} - {\bf{2}}{x_2} + {\bf{7}}{x_3} = - {\bf{5}}\\{\bf{8}}{x_1} - {\bf{3}}{x_2} + {\bf{10}}{x_3} = - {\bf{3}}\end{aligned}\)

  1. Define appropriate vectors, and restate the problem in terms of linear combinations. Then solve that problem.
  1. Define an appropriate matrix, and restate the problem using the phrase 鈥渃olumns of A.鈥
  1. Define an appropriate linear transformation T using the matrix in (b), and restate the problem in terms of T.

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

23.

a. A homogeneous equation is always consistent.

b. The equation \(Ax = 0\) gives an explicit description of its solution set.

c. The homogeneous equation \(Ax = 0\) has the trivial solution if and only if the equation has at least one free variable.

d. The equation \(x = p + tv\) describes a line through \({\mathop{\rm v}\nolimits} \) parallel to \(p\).

e. The solution set of \(Ax = b\) is the set of all vectors of the form \({\mathop{\rm w}\nolimits} = p + {v_k}\), where \({v_k}\) is any solution of the equation \(Ax = 0\).

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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