Intersecting Subspaces in N dimensions

Code of Conduct.In summary, the conversation discusses the intersection of two subspaces, U and W, in a N-dimensional space. It is stated that for N = 3, the intersection forms a curve, for N = 4, a finite number of points, and for N > 4, they do not intersect at all. The individual is seeking a rigorous mathematical proof for this concept.
  • #1
pat_connell
126
0
Hey guys,

I have a little problem here:

given two subspaces U and W both of dimension two of an N dimensional space show in general that if N = 3 the intersection of U and W forms a curve; if N = 4 a finite number of points; and N > 4 they do not in general intersect at all.

I can kind of visualize the answer for the first two cases based on analagous cases lines viewed in R2 and R3, but I am not really satisfied with the answers.

I would like a really rigorous maths proof.

please help!
 
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  • #2
Please don't double post
 
  • #3


Hi there,

The intersection of two subspaces in an N-dimensional space can be visualized as the common points or elements that both subspaces share. In general, the dimension of the intersection of two subspaces will depend on the dimensions of the subspaces themselves and the dimension of the overall space.

Let's start by considering the case where N = 3. In this case, both subspaces U and W have a dimension of 2. This means that they are both planes in a 3-dimensional space. Now, imagine two planes intersecting in 3-dimensional space. The intersection of these planes will form a curve, as you mentioned. This is because the intersection of two planes in 3-dimensional space is a line, and a line can be represented as a curve in 3-dimensional space.

Moving on to the case where N = 4, we have the same subspaces U and W with a dimension of 2. However, now they are both planes in a 4-dimensional space. In this case, the intersection of the two planes will form a finite number of points. This is because in 4-dimensional space, the intersection of two planes is a line, and a line can be represented as a finite number of points.

Now, for the case where N > 4, the subspaces U and W with a dimension of 2 are still planes, but they are now in a space with more than 4 dimensions. In this case, the intersection of the two planes will not necessarily intersect at all. This is because in higher dimensions, there is more space for the planes to be positioned in a way that they do not intersect.

To prove this mathematically, we can use the concept of linear independence. A set of vectors is linearly independent if none of the vectors in the set can be written as a linear combination of the others. In other words, no vector in the set can be expressed as a linear combination of the other vectors in the set.

Now, if we consider the two subspaces U and W, each with a dimension of 2, we can represent them as two sets of linearly independent vectors. In order for the subspaces to intersect, there must exist a vector that can be written as a linear combination of the vectors in both sets. However, in higher dimensions (N > 4), there is more space for the vectors to be positioned in a way that they are linearly
 

1. What are intersecting subspaces in N dimensions?

Intersecting subspaces in N dimensions refer to the sets of vectors that share at least one common point in N-dimensional space. These subspaces can be thought of as planes, lines, or points that intersect in space.

2. How do you determine if two subspaces in N dimensions intersect?

To determine if two subspaces in N dimensions intersect, you can use the concept of linear independence. If the subspaces share at least one common point, then they are linearly dependent and therefore intersect. This can also be determined by solving a system of linear equations.

3. Can two subspaces in N dimensions intersect at more than one point?

Yes, two subspaces in N dimensions can intersect at more than one point. This occurs when the subspaces are not parallel and share more than one common point. In fact, two subspaces can intersect at infinitely many points if they are the same subspace.

4. How can you visualize intersecting subspaces in N dimensions?

Visualizing intersecting subspaces in N dimensions can be challenging as it is difficult to visualize more than three dimensions. However, one way to visualize this concept is to imagine a Venn diagram. Each circle represents a subspace and the overlapping region represents the intersecting points.

5. Can intersecting subspaces in N dimensions have different dimensions?

Yes, intersecting subspaces in N dimensions can have different dimensions. For example, a line and a plane can intersect in three-dimensional space. However, they must have at least one common point to be considered intersecting subspaces.

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