Geometric description of the nullspace

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SUMMARY

The discussion centers on finding a basis for the nullspace of the matrix A, defined as A = {[2, -10, 6], [4, -20, 12], [1, -5, 3]}. The basis for the nullspace is identified as {[-3, 5], [0, 1], [1, 0]}. Participants clarify that the nullspace is spanned by two linearly independent vectors, indicating that its dimension is 2. The geometric description of the nullspace involves understanding that two linearly independent vectors span a plane in three-dimensional space.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically nullspaces and vector spaces.
  • Familiarity with matrix operations and the concept of linear independence.
  • Knowledge of geometric interpretations of vector spaces.
  • Ability to perform calculations involving matrices and their nullspaces.
NEXT STEPS
  • Study the geometric interpretation of nullspaces in linear algebra.
  • Learn about the Rank-Nullity Theorem and its implications for vector spaces.
  • Explore examples of finding bases for nullspaces of different matrices.
  • Investigate the relationship between linear independence and dimensionality in vector spaces.
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Students and educators in linear algebra, mathematicians exploring vector spaces, and anyone seeking to deepen their understanding of nullspaces and their geometric interpretations.

Tomblue
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Homework Statement


general form of solutions to Ax=b
Consider matrix A=
{[ 2 -10 6 ]
[ 4 -20 12 ]
[ 1 -5 3 ]}
Find a basis for the nullspace of A. Give a geometric description of the nullspace of A.


The Attempt at a Solution


I found the basis for the nullspace of A to be
{[-3 5]
[0 1 ]
[1 0 ]}
The thing i don't understand is how to give a geometric description of the nullspace of A. If someone could help to explain how i would start to go about doing this that would be awesome because I'm not quite sure i understand the question.
 
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Are you saying that your null space is spanned by {-3, 0, 1} and {5, 1, 0}? Your notation is a bit confusion to me; but I believe that they are asking you to describe what kind of "Space" this is. What do two vectors span?
 
I was trying to say that the vectors {-3,0,1} and {5,1,0} form the basis for the nullspace of A and that I'm not seeing how to give a geometric description of the nullspace of A.
 
How many linearly independent vectors does it take to span a line? A plane? A three-dimensional space?
 
one linearly independent vector to span a line, two linearly independent vectors to span a plane, and 3 linearly independent vectors to span a 3-dimensional space, and so forth any n vectors that span an n-dimensional space are going to be linearly independent. So i see I'm going to have 2 linearly independent vectors and therefore the dim(W) is going to be 2 dimensional like i thought. Question: Can the vectors ever be identical say that v1=v2
 
Linearly independent vectors can't be identical or even multiples of one another.
 

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