Finding the Intersection of Subspaces with Given Spanning Vectors

  • Context: Undergrad 
  • Thread starter Thread starter Tereno
  • Start date Start date
  • Tags Tags
    Intersection Subspaces
Click For Summary
SUMMARY

The discussion focuses on finding the intersection of subspaces U and V, each spanned by three vectors: U by {X1, X2, X3} and V by {Y1, Y2, Y3}. To determine if a vector belongs to both subspaces, one must analyze the linear dependence of the spanning vectors and eliminate any that are linearly dependent. Understanding the geometric interpretation of dimensions—where a dimension of 1 represents a line, 2 a plane, and 3 the entirety of R^3—is crucial for visualizing the intersection of these subspaces.

PREREQUISITES
  • Linear algebra concepts, specifically vector spaces and spanning sets
  • Understanding of linear independence and dependence
  • Geometric interpretation of vector dimensions in R^3
  • Basic algebraic manipulation of equations
NEXT STEPS
  • Study linear independence and dependence in vector sets
  • Explore geometric interpretations of vector spaces in R^3
  • Learn techniques for finding intersections of vector spaces
  • Investigate the implications of dimension on vector space intersections
USEFUL FOR

Students and educators in algebra courses, particularly those studying linear algebra and vector spaces, as well as mathematicians interested in geometric interpretations of algebraic concepts.

Tereno
Messages
8
Reaction score
0
How do you find the intersection of subspaces when the subspaces are given by the span of 3 vectors?

For example, U is spanned by { X1 , X2 , X3} and V is spanned by { Y1, Y2, Y3}.

Thanks in advance.
 
Physics news on Phys.org
I think you just do the obvious thing.

What does it mean for a vector to be an element of U?
What does it mean for a vector to be an element of V?

Then you simply ask when can both of them be true!


If you're not yet inclined to do so, allow me to remind you this is an algebra course, so you should try to be thinking about equations.
 
The first thing I would do would be to eliminate linearly dependent vectors in {X1,X2,X3} and {Y1,Y2,Y3} if possible.
Once you know the dimension, it may help to think geometrically: A vector space of dimension 1 is a line through the origin (thinking in R^3), a vector space of dimension 2 is a plane through the origin, and a vector space of dimension 3 is all of R^3. What is the intersection of two of these objects? This might give you a hint as to the dimension of the intersection. If you can find enough LI vectors in the intersection, you are done.
 

Similar threads

  • · Replies 15 ·
Replies
15
Views
5K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 17 ·
Replies
17
Views
5K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 5 ·
Replies
5
Views
7K
  • · Replies 5 ·
Replies
5
Views
4K