Matrices Show that Tr(A + B) = Tr(A) + Tr(B).

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Discussion Overview

The discussion revolves around proving properties of the trace of matrices, specifically showing that Tr(A + B) = Tr(A) + Tr(B), Tr(AB) = Tr(BA), and a characteristic polynomial for 2x2 matrices. The scope includes mathematical reasoning and homework-related inquiries.

Discussion Character

  • Homework-related
  • Mathematical reasoning

Main Points Raised

  • Post 1 and Post 2 express a need for help with the problem and request solutions with steps, indicating a lack of confidence in solving the problem independently.
  • Post 3 reiterates the simplicity of part (a) but seeks assistance with the remaining parts.
  • Post 4 suggests using the definition of trace in sigma notation to approach parts (a) and (b), prompting a further inquiry about the definition of Tr(AB).

Areas of Agreement / Disagreement

Participants generally agree that parts (a) and (b) can be approached using the definition of trace, but there is no consensus on the solutions or methods to be used, as some participants are still seeking help.

Contextual Notes

There is a lack of provided work or detailed reasoning from the initial posts, which may limit the discussion's depth. The participants' varying levels of confidence and understanding are also evident.

Who May Find This Useful

Students or individuals interested in linear algebra, specifically those studying properties of matrices and the trace function.

MaXiiMo
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I do not have any work to show as I am not skilled enough to solve this problem as of yet. I really do need an answer to the question though. I know this is a long shot but I am desperate at the moment, so please do provide the solution with steps to the problem below. Many thanks.

Problem) The trace of an n x n matrix A is:

Tr(a) = a11 + a22 + ... + ann.(a) Show that Tr(A + B) = Tr(A) + Tr(B).

(b) Show that Tr(AB) = Tr(BA).

(c) Show: For a 2 x 2 matrix A, we have

A^2 - Tr(A)A + det(A)*I2 = O.

(I believe I2 is representative of "Identity matrix 2")
 
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MQ1993 said:
I do not have any work to show as I am not skilled enough to solve this problem as of yet. I really do need an answer to the question though. I know this is a long shot but I am desperate at the moment, so please do provide the solution with steps to the problem below. Many thanks.

Problem) The trace of an n x n matrix A is:

Tr(a) = a11 + a22 + ... + ann.(a) Show that Tr(A + B) = Tr(A) + Tr(B).

(b) Show that Tr(AB) = Tr(BA).

(c) Show: For a 2 x 2 matrix A, we have

A^2 - Tr(A)A + det(A)*I2 = O.

(I believe I2 is representative of "Identity matrix 2")

a) should be easy...
 
Prove It said:
a) should be easy...

Okay, but can you help me with the rest?
 
Hi MQ1993, :)

Both (a) and (b) can be shown by using the definition of trace in sigma notation. If $ \displaystyle \text{tr}(A)=\sum_{i=1}^{n}a_{ii}$, what is the definition of $\text{tr}(AB)$?
 

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