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Exercise 7.5 · Q8

Q.If AA is a square matrix, then which of the following is not symmetric?

(1) A+ATA + A^T
(2) AATAA^T
(3) ATAA^T A
(4) A−ATA - A^T
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Transpose each expression and compare with itself.

This tests symmetric vs skew-symmetric constructions.

Step 1. (A+AT)T=AT+A=A+AT(A + A^T)^T = A^T + A = A + A^T — symmetric.

Step 2. (AAT)T=(AT)TAT=AAT(AA^T)^T = (A^T)^T A^T = A A^T — symmetric; similarly (ATA)T=ATA(A^TA)^T = A^T A — symmetric. …

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