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

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SUMMARY

The discussion centers on proving properties of the trace function for matrices, specifically that Tr(A + B) = Tr(A) + Tr(B) and Tr(AB) = Tr(BA). The trace of an n x n matrix A is defined as Tr(A) = a11 + a22 + ... + ann. Additionally, for a 2 x 2 matrix A, the equation A^2 - Tr(A)A + det(A)*I2 = O is presented for proof. The participants emphasize using sigma notation to derive these properties, indicating a foundational understanding of linear algebra is necessary.

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  • Understanding of matrix operations and properties
  • Familiarity with the concept of matrix trace
  • Knowledge of sigma notation in mathematical expressions
  • Basic linear algebra concepts, including determinants and identity matrices
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  • Study the definition and properties of matrix trace in detail
  • Learn how to use sigma notation for matrix operations
  • Explore proofs of matrix identities involving determinants and traces
  • Investigate the implications of the Cayley-Hamilton theorem for 2 x 2 matrices
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Students and professionals in mathematics, particularly those studying linear algebra, as well as educators seeking to enhance their understanding of matrix properties and proofs.

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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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