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Example · Example 7

Q.If A=[123456]A=\begin{bmatrix}1&2&3\\4&5&6\end{bmatrix} and B=[01−1235]B=\begin{bmatrix}0&1&-1\\2&3&5\end{bmatrix}, find ATA^T and BTB^T, and verify that (A+B)T=AT+BT(A+B)^T=A^T+B^T.

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Concept understanding — Transpose of a Matrix

The transpose of A=[aij]m×nA=[a_{ij}]_{m\times n}, written ATA^T, is obtained by interchanging the rows and columns of AA: AT=[bij]n×mA^T = [b_{ij}]_{n\times m} where bij=ajib_{ij}=a_{ji}. So the (i,j)(i,j)th entry of ATA^T is the (j,i)(j,i)th entry of AA; a matrix's rows become its columns and vice-versa.

Basic properties (for matrices of suitable order, kk any scalar):

  1. (AT)T=A(A^T)^T = A — transposing twice returns the original matrix.
  2. (kA)T=kAT(kA)^T = kA^T.
  3. (A+B)T=AT+BT(A+B)^T = A^T+B^T. …

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