How Do Reflections and Subspaces Challenge Linear Algebra Understanding?

Click For Summary
The discussion revolves around two homework problems related to reflections and subspaces in linear algebra. The first problem involves finding the reflection of vectors (1, 0) and (0, 1) and understanding the composition of transformations, with a specific focus on using matrices for reflections. The second problem addresses concepts of vector spaces, emphasizing the importance of closure under addition and multiplication, and the need to verify whether certain vectors belong to the intersection of two subspaces. Participants suggest looking up definitions and applying matrix multiplication for reflections, while also discussing the geometric interpretations involved. Overall, the thread highlights the challenges students face in grasping these fundamental concepts in linear algebra.
nicknaq
Messages
67
Reaction score
0
:smile: Hey everyone! I'd love if you could help me on these couple problems.

Homework Statement


I have attatched a PDF file (don't worry, it will only take you an instant to download - it's just a single page). I'm having problems with numbers 2 and 4.
Number two is about reflections about a line and composition of transformations.
Number four is about subspaces and linear independence.

Homework Equations


Hmm.. I could be wrong, but I don't think 'equations' are needed here. I think it's more applying concepts. Concepts that I am unfortunately not grasping.

The Attempt at a Solution


I honestly have no idea! Sorry. I'm sure you can get me started though. Thanks:smile:
 

Attachments

Physics news on Phys.org
2a: find the reflection of the vectors (1, 0) and (0, 1)
2b: watch out, they are talking about another reflection with parameter m'.

4a: look up in your textbook for the definition of vector space, there are 3 rules to check.
4b: Ask yourself whether u, v, 2v or w is in the intersection of E and F.are you a maths student yourself?
 
Outlined said:
2a: find the reflection of the vectors (1, 0) and (0, 1)
Why? And how? Do I simply multiply (1,0) by the matrix given (i.e. cosΘ, sinΘ, sinΘ, -cosΘ)? If so, where does that get me? I'll have a matrix with Θ terms in it.
Outlined said:
2b: watch out, they are talking about another reflection with parameter m'.
I'll work on this after I get (a)
Outlined said:
4a: look up in your textbook for the definition of vector space, there are 3 rules to check.
The three rules are:
1. It must go through the orgin
2. closed under additon
3. closed under multiplication
Closed under addition and multiplication I kinda understand, but not really.

Outlined said:
4b: Ask yourself whether u, v, 2v or w is in the intersection of E and F.
I'll work on this after I get (a)

Outlined said:
are you a maths student yourself?
I'm in a math class, so I suppose yes.
 
Find the reflection of (1, 0) in the line mx. How? No idea, try sin/cos/tan, pythagoras, orthogonal projections, etc.

Closed under addition means that for every x and y in a subspace V holds x + y is in V.
 
Thanks Outlined.

If anyone else has any input that would be greatly appreciated!
 
I GOT EVERYTHING EXCEPT FOR 2B and the last part of 3b (sliding it over)
can someone help??


(maybe number 4 too as I'm not sure if I'm right)
 
For 2b just multiply matrices with each other, you know how a matrix for a reflection looks like (you just find out in 2a), as well how a matrix for a rotation looks like (check your book).

For 3b, I remember you can compute volumes by determinant, however you can also find out the projection of d on the abc plane. Remember: volume = area surface * height.
 

Similar threads

  • · Replies 15 ·
Replies
15
Views
3K
Replies
18
Views
2K
  • · Replies 5 ·
Replies
5
Views
7K
  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
5
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K