Transpose Properties
1. **Problem statement:** We are given matrices
$$A = \begin{bmatrix} 2 & 3 \\ 1 & 4 \end{bmatrix}$$
and
$$B = \begin{bmatrix} 1 & 2 \\ -1 & 1 \end{bmatrix}$$
We need to show two properties about transposes:
(i) $$(A^T)^T = A$$
(ii) $$(A + B)^T = A^T + B^T$$
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2. **Recall the transpose of a matrix**: The transpose of a matrix is obtained by swapping its rows and columns. For any matrix $M$, its transpose $M^T$ satisfies $(M^T)_{ij} = M_{ji}$.
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3. **Calculate $A^T$**:
$$A^T = \begin{bmatrix} 2 & 1 \\ 3 & 4 \end{bmatrix}$$
4. **Calculate $(A^T)^T$:**
Transpose $A^T$ again, swapping rows and columns:
$$(A^T)^T = \begin{bmatrix} 2 & 3 \\ 1 & 4 \end{bmatrix}$$
This matches the original matrix $A$, so
$$(A^T)^T = A$$
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5. **Calculate $A + B$**:
Add corresponding elements of $A$ and $B$:
$$A + B = \begin{bmatrix} 2+1 & 3+2 \\ 1+(-1) & 4+1 \end{bmatrix} = \begin{bmatrix} 3 & 5 \\ 0 & 5 \end{bmatrix}$$
6. **Calculate $(A + B)^T$:**
Transpose the matrix $A + B$:
$$(A + B)^T = \begin{bmatrix} 3 & 0 \\ 5 & 5 \end{bmatrix}$$
7. **Calculate $A^T + B^T$:**
Calculate $A^T$ and $B^T$ separately:
$$A^T = \begin{bmatrix} 2 & 1 \\ 3 & 4 \end{bmatrix}, \quad B^T = \begin{bmatrix} 1 & -1 \\ 2 & 1 \end{bmatrix}$$
Sum:
$$A^T + B^T = \begin{bmatrix} 2+1 & 1+(-1) \\ 3+2 & 4+1 \end{bmatrix} = \begin{bmatrix} 3 & 0 \\ 5 & 5 \end{bmatrix}$$
8. **Compare $(A + B)^T$ and $A^T + B^T$:**
They are equal:
$$(A + B)^T = A^T + B^T$$
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**Final answers:**
(i) $$(A^T)^T = A$$
(ii) $$(A + B)^T = A^T + B^T$$