Basis for Image and Kernel of matrix

Click For Summary

Homework Help Overview

The discussion revolves around finding a basis for the image and kernel of a given matrix. The matrix in question is a 3x3 matrix with specific numerical entries.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to find the kernel by solving the equation Ax = 0 and mentions putting the matrix into row reduced echelon form. They also discuss using the pivots of the rref matrix to determine the image basis.

Discussion Status

Participants are exploring the concepts of kernel and image bases. There is some clarification regarding the kernel being trivial, and a suggestion that the basis for the kernel is the empty set. The correctness of the proposed image basis is also being discussed, with acknowledgment of different possible representations.

Contextual Notes

There is a mention of needing to write vectors as column vectors depending on instructor conventions, indicating potential constraints in presentation format.

boneill3
Messages
126
Reaction score
0

Homework Statement



Find an Basis for Image and Kernel of the matrix.
[itex]\[ \left( \begin{array}{ccc}<br /> 2 & 1 & 3 \\<br /> 0 & 2 & 5 \\<br /> 1 & 1 & 1 \end{array} \right)\] [/itex]

Homework Equations





The Attempt at a Solution


To find the kernel I solve the equation Ax = 0

I put the matrix in row reduced echelon form which is the identity matrix.
[itex] \[ \left( \begin{array}{ccc}<br /> 1 & 0 & 0 \\<br /> 0 & 1 & 0 \\<br /> 0 & 0 & 1 \end{array} \right)\] [/itex]

Therefore its the equation

x = 0
y = 0
z = 0

The kernel basis is just the unit basis, {(1,0,0),(0,1,0),(0,0,1)}

For the image basis I've seen that you can use the pivots of the rref matrix and use the corresponding column vectors of the original Matrix as the image basis.

So is that just

{(2,0,1),(1,2,1),(3,5,1)} ?
 
Last edited:
Physics news on Phys.org
Sorry wrong latex code
 
The kernel basis is just the unit basis, {(1,0,0),(0,1,0),(0,0,1)}

No. You found the kernel to be trivial, i.e. {(0,0,0)}. The basis for the kernel, then, is the empty set.


For the image basis I've seen that you can use the pivots of the rref matrix and use the corresponding column vectors of the original Matrix as the image basis.

So is that just

{(2,0,1),(1,2,1),(3,5,1)} ?

This is correct. You could also use {(1,0,0),(0,1,0),(0,0,1)} since the image is all of R3. You might have to write them as column vectors, depending on the conventions your instructor has adopted.
 
Thanks
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 1 ·
Replies
1
Views
8K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 8 ·
Replies
8
Views
3K