Finding rank(range) and nullspace of a matrix

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    Matrix Nullspace
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Homework Help Overview

The discussion revolves around determining the rank and nullspace of two matrices, A and B, using Gaussian elimination. The original poster presents their attempts and results for both matrices, seeking validation of their approach.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster describes their steps in applying Gaussian elimination to matrices A and B, noting their findings for rank and nullspace. Some participants question the distinction between null space and nullity, while others seek clarification on how to verify their reasoning independently.

Discussion Status

Participants are actively engaging with the original poster's attempts, providing insights into the definitions of null space and nullity. There is an exploration of the implications of the results presented, with some guidance offered on how to approach the null space for matrix B.

Contextual Notes

The original poster expresses confusion regarding the definitions and calculations related to null space and nullity, indicating a need for further clarification on these concepts. There is also a reference to external resources for additional context.

caliboy
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Homework Statement


Trying to figure out the rank and nullspace of the matrix of matrix A and B:

A=
1 0
5 4
1 4

B=
1 0 1
5 4 9
2 4 6

Homework Equations


I used the Gauss elimination on both


The Attempt at a Solution



For A I said r3[itex]\rightarrow[/itex]r3-r1, then r3→r3+4r1 then r2→r2-5r1 that lead to me getting
A=
1 0
0 4 Rank=2 and Null space=0
0 0

For B I said r3→r3-r2, then r3→r3+3r1 that lead me to:
B=
1 0 1
5 4 9 Rank=2 and Null space=1
0 0 0

Am I on the right track or do I have these completely wrong?
 
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Are you trying to find the null space or the nullity, which is the dimension of the null space?
 
I am looking for the nullspace not the nullity. The "nullspace" that I have in the fist post is the nullity. I have been stuyding this and am using the formula Axp=c and am not really understanding how I got a nullspace of (0,0)

I found A=
1x1+0x2=0
0x1+4x2=0
0x1+0x2=0

and a nullspace of:
0
0

still looking at B
 
The null space is just the set of vectors that satisfy Ax=0. In your first example, the only solution is x=(0,0), so the null space is {(0,0)}, which is a vector space of dimension 0.

For your second problem, you found the nullity is 1, so the null space should turn out to be a vector space of dimension 1. That is, it should be the multiples of some vector. You want to figure out what that vector is by solving Bx=0.
 

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