Suppose A is a 7x5 matrix. How many pivot columns must A have if its columns are linearly independent? Why? Select the correct answer below. O A. The matrix must have pivot columns. If A had fewer pivot columns, then the equation Ax = 0 would have only the trivial solution. O B. The matrix must have pivot columns. The statements "A has a pivot position in every row" and "the columns of A are linearly independent" are logically equivalent. O C. The matrix must have pivot columns. Otherwise, the equation Ax 0 would have a free variable, in which case the columns of A would be linearly dependent. O D. None of the columns of A are pivot columns. Any column of A that is a pivot column is linearly dependent with the other pivot columns.

College Algebra (MindTap Course List)
12th Edition
ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
Publisher:R. David Gustafson, Jeff Hughes
Chapter6: Linear Systems
Section6.2: Guassian Elimination And Matrix Methods
Problem 100E
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Suppose A is a 7×5 matrix. How many pivot columns must A have if its columns are linearly independent? Why?
Select the correct answer below.
A. The matrix must have
pivot columns. If A had fewer pivot columns, then the equation Ax = 0 would have only the trivial solution.
B. The matrix must have
pivot columns. The statements "A has a pivot position in every row" and "the columns of A are linearly independent" are logically equivalent.
O C. The matrix must have
pivot columns. Otherwise, the equation Ax = 0 would have a free variable, in which case the columns of A would be linearly dependent.
O D. None of the columns of A are pivot columns. Any column of A that is a pivot column is linearly dependent with the other pivot columns.
Transcribed Image Text:Suppose A is a 7×5 matrix. How many pivot columns must A have if its columns are linearly independent? Why? Select the correct answer below. A. The matrix must have pivot columns. If A had fewer pivot columns, then the equation Ax = 0 would have only the trivial solution. B. The matrix must have pivot columns. The statements "A has a pivot position in every row" and "the columns of A are linearly independent" are logically equivalent. O C. The matrix must have pivot columns. Otherwise, the equation Ax = 0 would have a free variable, in which case the columns of A would be linearly dependent. O D. None of the columns of A are pivot columns. Any column of A that is a pivot column is linearly dependent with the other pivot columns.
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