Linear Map w/ Matrix: Solve for a + d

In summary, the conversation discusses a function L that maps 2x2 matrices to real numbers, and the question of whether it is a linear map. The solution involves showing that L(A + B) = L(A) + L(B), where A and B are 2x2 matrices.
  • #1
KevinL
37
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.
 
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  • #2
What's the entire problem? Your problem statement is incomplete.
 
  • #3
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.
 
  • #4
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.
 
  • #5
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.
 

1. What is a linear map with a matrix?

A linear map with a matrix refers to the process of representing a linear transformation using a matrix. This allows for easier manipulation and analysis of the transformation.

2. How do you solve for a + d in a linear map with a matrix?

To solve for a + d in a linear map with a matrix, you can use the following formula: a + d = trace(A), where A is the matrix representation of the linear map.

3. What is the significance of solving for a + d in a linear map with a matrix?

Solving for a + d in a linear map with a matrix is important because it represents the sum of the diagonal elements of the matrix, which is a key factor in determining the properties and behavior of the linear transformation.

4. Can you solve for a + d in a linear map with a non-square matrix?

No, you cannot solve for a + d in a linear map with a non-square matrix. The trace of a matrix is only defined for square matrices, so this formula is not applicable in this case.

5. Is solving for a + d the only way to analyze a linear map with a matrix?

No, there are other ways to analyze a linear map with a matrix, such as finding the eigenvalues and eigenvectors of the matrix. These can provide additional information about the transformation and its properties.

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