Linear Map w/ Matrix: Solve for a + d

Click For Summary
The discussion centers on the linear map L from 2x2 matrices to real numbers, defined as L([a b] [c d]) = a + d. Participants express confusion about how a function of a matrix can yield a scalar sum and clarify that the problem is to determine if L is a linear map. To prove linearity, one must show that L(A + B) = L(A) + L(B) for two 2x2 matrices A and B. The conversation emphasizes the importance of distinguishing between matrix entries and the matrices themselves to avoid confusion. Ultimately, the conclusion is that L is indeed a linear map when approached correctly.
KevinL
Messages
37
Reaction score
0

Homework Statement


Consider the map L from the space of 2x2-matrices to R given by:

L([a b]) = a+ d
([c d])

For clarity, that's L(2x2 matrix) = a + d

The Attempt at a Solution



Im confused how any function of a matrix could possibly equal addition of two scalars, and thus have no idea where to begin.
 
Physics news on Phys.org
What's the entire problem? Your problem statement is incomplete.
 
To answer your question, this transformation takes a 2x2 matrix as input, and produces a single number as output. It takes the entries in the upper left and lower right corner and produces their sum as its output.
 
Sorry not sure how I missed that. The question is "Is L a linear map?"

I think I MAY have it now. I need to show linearity by proving L(a+b+c+d)=L(a) + L(b) + L(c) + L(d)

So, L(a+b+c+d) = a 2x2 matrix where each corner is (a + b + c + d)

L(a) is a 2x2 matrix w/ each corner containing a, L(b) is a 2x2 matrix w/ each corner containing b, and same thing for L(c) and L(d). These two things do in fact equal each other, so its a linear map.
 
I agree that L is linear, but not the way you did it.

What you wrote "So, L(a+b+c+d) = a 2x2 matrix where each corner is (a + b + c + d)
" doesn't make any sense. a, b, c, and d are real numbers, the entries in a 2x2 matrix. a + b + c + d is a single real number. The domain of L is not real numbers.
So L(a + b + c + d) doesn't make any sense, nor is L(whatever) = a 2x2 matrix. L(whatever) is a number.

Also, how can each corner be (a + b + c + d)?

What you want to do is something like this:
Let A and B be 2x2 matrices.
Now show that L(A + B) = L(A) + L(B).
The use of cap letters for matrices prevents confusion with a and b that represent entries in a matrix.
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
Replies
15
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
2
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
Replies
1
Views
1K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 1 ·
Replies
1
Views
1K