Finding the Intersection of Subspaces with Given Spanning Vectors

In summary, to find the intersection of subspaces given by the span of 3 vectors, you first eliminate any linearly dependent vectors if possible. Then, think about the dimension of the two vector spaces and how they intersect in terms of lines, planes, or all of R^3. This can give you a hint as to the dimension of the intersection. Finally, try to find a sufficient number of linearly independent vectors in the intersection to solve for the intersection.
  • #1
Tereno
8
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.
 
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  • #2
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.
 
  • #3
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.
 

FAQ: Finding the Intersection of Subspaces with Given Spanning Vectors

1. What is the intersection of subspaces?

The intersection of subspaces refers to the set of all elements that are common to two or more subspaces. It is denoted as ∩ and is a fundamental concept in linear algebra.

2. How is the intersection of subspaces calculated?

The intersection of subspaces can be calculated by finding the common solutions to the equations that represent each subspace. This can be done by setting the equations equal to each other and solving for the variables.

3. What is the significance of the intersection of subspaces?

The intersection of subspaces helps us understand the relationship between different subspaces. It can also be used to find bases for the intersection subspace and to determine if the intersection is a subspace itself.

4. Can the intersection of subspaces be empty?

Yes, the intersection of subspaces can be empty if there are no common elements between the subspaces. This can happen when the subspaces are not related or when one of the subspaces is contained within the other.

5. How is the intersection of subspaces used in real life?

The intersection of subspaces has many applications in fields such as computer graphics, signal processing, and data analysis. It is used to find the common features between different data sets and to reduce the dimensionality of data for easier analysis.

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