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Question 42: Find a column of matrix in \(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\{ - 7}&{ - 8}&5&6&{ - 9}\\{11}&7&{ - 7}&{ - 9}&{ - 6}\\{ - 3}&4&1&8&7\end{array}} \right]\) that can be deleted and yet have the remaining matrix columns still span\({R^4}\). Can you delete more than one column?

Short Answer

Expert verified

The second column of the given matrix can be deleted, and still, the remaining matrix in span \({R^4}\)can be obtained. More than one column cannot be deleted.

Step by step solution

01

Solve matrix

Let the given matrix be\(A = \left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\{ - 7}&{ - 8}&5&6&{ - 9}\\{11}&7&{ - 7}&{ - 9}&{ - 6}\\{ - 3}&4&1&8&7\end{array}} \right]\)and after deleting column 2 of the given matrix A,you get\(A' = \left[ {\begin{array}{*{20}{c}}8&{ - 6}&{ - 7}&{13}\\{ - 7}&5&6&{ - 9}\\{11}&{ - 7}&{ - 9}&{ - 6}\\{ - 3}&1&8&7\end{array}} \right]\).

Apply the Gaussian elimination method in matrix A to find the pivot columns in the matrix.

Apply row operation\({R_2} \to {R_2} + \frac{7}{8}{R_1}\).

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\{11}&7&{ - 7}&{ - 9}&{ - 6}\\{ - 3}&4&1&8&7\end{array}} \right]\)

Now, apply row operation\({R_3} \to {R_3} - \frac{{11}}{8}{R_1}\)again in the above matrix.

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&{ - \frac{{65}}{8}}&{\frac{5}{4}}&{\frac{5}{8}}&{ - \frac{{191}}{8}}\\{ - 3}&4&1&8&7\end{array}} \right]\)

02

Row operation in matrix

Apply row operation\({R_4} \to {R_4} + \frac{3}{8}{R_1}\)in the above matrix.

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&{ - \frac{{65}}{8}}&{\frac{5}{4}}&{\frac{5}{8}}&{ - \frac{{191}}{8}}\\0&{\frac{{65}}{8}}&{ - \frac{5}{4}}&{\frac{{43}}{8}}&{\frac{{95}}{8}}\end{array}} \right]\)

Apply row operation\({R_3} \to {R_3} + 5{R_2}\)in the above matrix.

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&0&0&0&{ - 12}\\0&{\frac{{65}}{8}}&{ - \frac{5}{4}}&{\frac{{43}}{8}}&{\frac{{95}}{8}}\end{array}} \right]\)

03

Pivot of a matrix

Apply row operation\({R_4} \to {R_4} - 5{R_2}\)in the above matrix to get the pivot of a matrix.

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&0&0&0&{ - 12}\\0&0&0&6&0\end{array}} \right]\)

Now, after interchanging the rows\({R_3} \leftrightarrow {R_4}\)in the above matrix, you get:

\(\left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&0&0&6&0\\0&0&0&0&{ - 12}\end{array}} \right]\)

04

Determine the span

The pivots in the matrix columns are represented as:

\(\left[ {\begin{array}{*{20}{c}} {\boxed8}&{11}&{ - 6}&{ - 7}&{13} \\ 0&{\boxed{\frac{{13}}{8}}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}} \\ 0&0&0&{\boxed6}&0 \\ 0&0&0&0&{\boxed{ - 12}} \end{array}} \right]\)

The matrix has a pivot in every row.

Let this echelon matrix be \(B = \left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}&{13}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{ - \frac{1}{8}}&{\frac{{19}}{8}}\\0&0&0&6&0\\0&0&0&0&{ - 12}\end{array}} \right]\)and after deleting column 4,you get matrix \(B' = \left[ {\begin{array}{*{20}{c}}8&{11}&{ - 6}&{ - 7}\\0&{\frac{{13}}{8}}&{ - \frac{1}{4}}&{\frac{1}{8}}\\0&0&0&6\\0&0&0&0\end{array}} \right]\).

\(A'\)to\(B'\)is reduced by the same sequence of row operations that reduces A to B. Since\(B'\)is in the echelon form, each row provides a pivot position for\(A'\).

Hence,\(A'\)columns of the matrix are in span\({R^4}\).

Instead of column 3, it is feasible to delete column 2 of A. Only one column, however, can be eliminated. If two or more columns in column A are removed, the resulting matrix will have fewer than four columns and thus fewer than four pivot places. In this situation, not every row could have a pivot position, and the matrix's columns wouldnot cover \({R^4}\).

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Most popular questions from this chapter

In Exercises 3 and 4, display the following vectors using arrows

on an \(xy\)-graph: u, v, \( - {\bf{v}}\), \( - 2{\bf{v}}\), u + v , u - v, and u - 2v. Notice thatis the vertex of a parallelogram whose other vertices are u, 0, and \( - {\bf{v}}\).

3. u and v as in Exercise 1

Suppose Ais an \(n \times n\) matrix with the property that the equation \(Ax = 0\)has only the trivial solution. Without using the Invertible Matrix Theorem, explain directly why the equation \(Ax = b\) must have a solution for each b in \({\mathbb{R}^n}\).

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

14: rank.|111123136|=3

In Exercises 23 and 24, key statements from this section are either quoted directly, restated slightly (but still true), or altered in some way that makes them false in some cases. Mark each statement True or False, and justify your answer. (If true, give the approximate location where a similar statement appears, or refer to a de铿乶ition or theorem. If false, give the location of a statement that has been quoted or used incorrectly, or cite an example that shows the statement is not true in all cases.) Similar true/false questions will appear in many sections of the text.

23.

a. Every elementary row operation is reversible.

b. A \(5 \times 6\)matrix has six rows.

c. The solution set of a linear system involving variables \({x_1},\,{x_2},\,{x_3},........,{x_n}\)is a list of numbers \(\left( {{s_1},\, {s_2},\,{s_3},........,{s_n}} \right)\) that makes each equation in the system a true statement when the values \ ({s_1},\, {s_2},\, {s_3},........,{s_n}\) are substituted for \({x_1},\,{x_2},\,{x_3},........,{x_n}\), respectively.

d. Two fundamental questions about a linear system involve existence and uniqueness.

Explain why a set \(\left\{ {{{\mathop{\rm v}\nolimits} _1},{{\mathop{\rm v}\nolimits} _2},{{\mathop{\rm v}\nolimits} _3},{{\mathop{\rm v}\nolimits} _4}} \right\}\) in \({\mathbb{R}^5}\) must be linearly independent when \(\left\{ {{{\mathop{\rm v}\nolimits} _1},{{\mathop{\rm v}\nolimits} _2},{{\mathop{\rm v}\nolimits} _3}} \right\}\) is linearly independent and \({{\mathop{\rm v}\nolimits} _4}\) is not in Span \(\left\{ {{{\mathop{\rm v}\nolimits} _1},{{\mathop{\rm v}\nolimits} _2},{{\mathop{\rm v}\nolimits} _3}} \right\}\).

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