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Let psiA be defined as trace of a matrix...

Let `psi_A` be defined as trace of a matrix `A` which is sum of diagonal elements of a square matrix. Which of the following is true?

A

(a) `psi_(A+B)=psi_(A-B)`

B

(b) `psi_(A+B)=psi_(AB)`

C

(c) `psi_(AB)=psi_(BA)`

D

(d) `psi_(A-B)=psi_(BA)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the trace of matrices and how it behaves under addition and multiplication. Let's denote the trace of a matrix \( A \) as \( \text{tr}(A) \). ### Step-by-Step Solution: 1. **Define the Matrices**: Let matrix \( A \) have diagonal elements \( X, Y, Z \) and matrix \( B \) have diagonal elements \( A, B, C \). \[ A = \begin{pmatrix} X & 0 & 0 \\ 0 & Y & 0 \\ 0 & 0 & Z \end{pmatrix}, \quad B = \begin{pmatrix} A & 0 & 0 \\ 0 & B & 0 \\ 0 & 0 & C \end{pmatrix} \] 2. **Calculate \( A + B \)**: The sum of matrices \( A \) and \( B \) is: \[ A + B = \begin{pmatrix} X + A & 0 & 0 \\ 0 & Y + B & 0 \\ 0 & 0 & Z + C \end{pmatrix} \] The trace of \( A + B \) is: \[ \text{tr}(A + B) = (X + A) + (Y + B) + (Z + C) = X + Y + Z + A + B + C \] 3. **Calculate \( A - B \)**: The difference of matrices \( A \) and \( B \) is: \[ A - B = \begin{pmatrix} X - A & 0 & 0 \\ 0 & Y - B & 0 \\ 0 & 0 & Z - C \end{pmatrix} \] The trace of \( A - B \) is: \[ \text{tr}(A - B) = (X - A) + (Y - B) + (Z - C) = X + Y + Z - A - B - C \] 4. **Calculate \( AB \)**: The product of matrices \( A \) and \( B \) is: \[ AB = \begin{pmatrix} X & 0 & 0 \\ 0 & Y & 0 \\ 0 & 0 & Z \end{pmatrix} \begin{pmatrix} A & 0 & 0 \\ 0 & B & 0 \\ 0 & 0 & C \end{pmatrix} = \begin{pmatrix} XA & 0 & 0 \\ 0 & YB & 0 \\ 0 & 0 & ZC \end{pmatrix} \] The trace of \( AB \) is: \[ \text{tr}(AB) = XA + YB + ZC \] 5. **Calculate \( BA \)**: The product of matrices \( B \) and \( A \) is: \[ BA = \begin{pmatrix} A & 0 & 0 \\ 0 & B & 0 \\ 0 & 0 & C \end{pmatrix} \begin{pmatrix} X & 0 & 0 \\ 0 & Y & 0 \\ 0 & 0 & Z \end{pmatrix} = \begin{pmatrix} AX & 0 & 0 \\ 0 & BY & 0 \\ 0 & 0 & CZ \end{pmatrix} \] The trace of \( BA \) is: \[ \text{tr}(BA) = AX + BY + CZ \] 6. **Compare Traces**: Now we can summarize: - \( \text{tr}(A + B) = X + Y + Z + A + B + C \) - \( \text{tr}(A - B) = X + Y + Z - A - B - C \) - \( \text{tr}(AB) = XA + YB + ZC \) - \( \text{tr}(BA) = AX + BY + CZ \) From the calculations, we can see that: \[ \text{tr}(AB) = \text{tr}(BA) \] ### Conclusion: The correct answer is that the trace of the product of two matrices is invariant under the order of multiplication: \[ \text{tr}(AB) = \text{tr}(BA) \]
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