What does it mean to not have a pivot in every row

In summary, The theorem states that for an m x n matrix A, the following statements are either all true or all false: 1. For each b in Rm, the equation Ax has a solution. 2. Each b in Rm is a linear combination of the columns of A. 3. The columns of A span Rm. 4. A has a pivot position in every row. It is possible to disprove (1) if A does not have a pivot in every row, and to disprove (2) if A does not have a pivot in every row and is not invertible. Additionally, if A does not have a pivot in every row, it maps Rn into a proper subspace
  • #1
Instinctlol
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I am trying to fully understand this theorem

Theorem: Let A be an m x n matrix. The following are all true or all false.
1. For each b in Rm, the equation Ax has a solution
2. Each b in Rm is a linear combination of the columns of A.
3. The columns of A span Rm
4. A has a pivot position in every row.

So when A does not have a pivot in every row, it disproves (1) because each b will not have a solution.

How would you disprove (2) with (4)?
 
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  • #2
If A does not have a pivot in every row, then its determinant is 0 and A is not invertible.

When you say "disprove (2) with (4)" do you mean disprove (2) assuming (4) is NOT true?

If A does not have a pivot in every row, then A maps Rn[/itex] into a propersubspace of Rm so there exist b in Rm not in that subspace.
 

1. What does it mean to not have a pivot in every row?

Not having a pivot in every row means that there is at least one row in a matrix where all the entries are zero. In other words, there is no leading non-zero entry in that particular row.

2. Why is it important to have a pivot in every row?

Having a pivot in every row is important because it allows us to perform various operations on the matrix, such as finding the rank and solving systems of equations. It also simplifies the matrix and makes it easier to work with.

3. Can a matrix have more than one pivot in a row?

Yes, a matrix can have more than one pivot in a row. In fact, a matrix can have up to as many pivots as the number of rows or columns in the matrix.

4. What does it mean if a matrix has no pivots?

If a matrix has no pivots, it means that all the entries in the matrix are zero. This type of matrix is known as a zero matrix and has no useful information or solutions.

5. How can you determine the number of pivots in a matrix?

The number of pivots in a matrix can be determined by performing row operations to put the matrix into its reduced row echelon form. The number of non-zero rows in the reduced matrix will be the number of pivots in the original matrix.

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