Matrix Operations Bbfe68
1. **Problem Statement:** Given matrices
$$A=\begin{pmatrix}2 & -1 \\ 0 & -4 \\ -5 & 3\end{pmatrix}, B=\begin{pmatrix}5 & -2 & 6 \\ -1 & 4 & -2\end{pmatrix}, C=\begin{pmatrix}2 & 1 & -1 \\ 0 & -2 & 3 \\ -6 & 4 & 2\end{pmatrix}, D=\begin{pmatrix}1 & 3 \\ -2 & 5 \\ -4 & 7\end{pmatrix}$$
Find the following if possible:
(a) $A+D$
(b) $2D - 3A$
(c) $AB$
(d) $BC$
(e) $(A+D)C$
(f) $(DB)C$
2. **Matrix Addition and Scalar Multiplication Rules:**
- Matrices must have the same dimensions to be added or subtracted.
- Scalar multiplication multiplies each element by the scalar.
- Matrix multiplication $XY$ is defined if the number of columns of $X$ equals the number of rows of $Y$.
3. **Step (a): Compute $A+D$**
Both $A$ and $D$ are $3\times 2$ matrices.
Add corresponding elements:
$$A+D=\begin{pmatrix}2+1 & -1+3 \\ 0+(-2) & -4+5 \\ -5+(-4) & 3+7\end{pmatrix}=\begin{pmatrix}3 & 2 \\ -2 & 1 \\ -9 & 10\end{pmatrix}$$
4. **Step (b): Compute $2D - 3A$**
Calculate $2D$:
$$2D=2\times \begin{pmatrix}1 & 3 \\ -2 & 5 \\ -4 & 7\end{pmatrix}=\begin{pmatrix}2 & 6 \\ -4 & 10 \\ -8 & 14\end{pmatrix}$$
Calculate $3A$:
$$3A=3\times \begin{pmatrix}2 & -1 \\ 0 & -4 \\ -5 & 3\end{pmatrix}=\begin{pmatrix}6 & -3 \\ 0 & -12 \\ -15 & 9\end{pmatrix}$$
Subtract:
$$2D - 3A=\begin{pmatrix}2-6 & 6-(-3) \\ -4-0 & 10-(-12) \\ -8-(-15) & 14-9\end{pmatrix}=\begin{pmatrix}-4 & 9 \\ -4 & 22 \\ 7 & 5\end{pmatrix}$$
5. **Step (c): Compute $AB$**
$A$ is $3\times 2$, $B$ is $2\times 3$, so multiplication is defined and result is $3\times 3$.
Calculate each element:
Row 1 of $A$ times columns of $B$:
$$11 = 2\times 5 + (-1)\times (-1) = 10 + 1$$
$$-8 = 2\times (-2) + (-1)\times 4 = -4 - 4$$
$$14 = 2\times 6 + (-1)\times (-2) = 12 + 2$$
Row 2 of $A$ times columns of $B$:
$$0 = 0\times 5 + (-4)\times (-1) = 0 + 4$$
$$-16 = 0\times (-2) + (-4)\times 4 = 0 - 16$$
$$8 = 0\times 6 + (-4)\times (-2) = 0 + 8$$
Row 3 of $A$ times columns of $B$:
$$-23 = -5\times 5 + 3\times (-1) = -25 - 3$$
$$22 = -5\times (-2) + 3\times 4 = 10 + 12$$
$$-36 = -5\times 6 + 3\times (-2) = -30 - 6$$
So,
$$AB=\begin{pmatrix}11 & -8 & 14 \\ 4 & -16 & 8 \\ -28 & 22 & -36\end{pmatrix}$$
6. **Step (d): Compute $BC$**
$B$ is $2\times 3$, $C$ is $3\times 3$, so multiplication is defined and result is $2\times 3$.
Calculate each element:
Row 1 of $B$ times columns of $C$:
$$2 = 5\times 2 + (-2)\times 0 + 6\times (-6) = 10 + 0 - 36$$
$$-11 = 5\times 1 + (-2)\times (-2) + 6\times 4 = 5 + 4 + 24$$
$$-2 = 5\times (-1) + (-2)\times 3 + 6\times 2 = -5 - 6 + 12$$
Row 2 of $B$ times columns of $C$:
$$-1 = (-1)\times 2 + 4\times 0 + (-2)\times (-6) = -2 + 0 + 12$$
$$18 = (-1)\times 1 + 4\times (-2) + (-2)\times 4 = -1 - 8 - 8$$
$$-7 = (-1)\times (-1) + 4\times 3 + (-2)\times 2 = 1 + 12 - 4$$
So,
$$BC=\begin{pmatrix}-26 & 33 & -2 \\ 10 & -17 & 9\end{pmatrix}$$
7. **Step (e): Compute $(A+D)C$**
$A+D$ is $3\times 2$, $C$ is $3\times 3$, multiplication not defined (columns of $A+D$ is 2, rows of $C$ is 3).
So, $(A+D)C$ is **not defined**.
8. **Step (f): Compute $(DB)C$**
First compute $DB$:
$D$ is $3\times 2$, $B$ is $2\times 3$, so $DB$ is $3\times 3$.
Calculate $DB$ elements:
Row 1 of $D$ times columns of $B$:
$$5 = 1\times 5 + 3\times (-1) = 5 - 3$$
$$10 = 1\times (-2) + 3\times 4 = -2 + 12$$
$$0 = 1\times 6 + 3\times (-2) = 6 - 6$$
Row 2 of $D$ times columns of $B$:
$$-16 = -2\times 5 + 5\times (-1) = -10 - 5$$
$$24 = -2\times (-2) + 5\times 4 = 4 + 20$$
$$-4 = -2\times 6 + 5\times (-2) = -12 - 10$$
Row 3 of $D$ times columns of $B$:
$$-26 = -4\times 5 + 7\times (-1) = -20 - 7$$
$$44 = -4\times (-2) + 7\times 4 = 8 + 28$$
$$-2 = -4\times 6 + 7\times (-2) = -24 - 14$$
So,
$$DB=\begin{pmatrix}2 & 10 & 0 \\ -15 & 24 & -22 \\ -27 & 36 & -38\end{pmatrix}$$
Now multiply $DB$ ($3\times 3$) by $C$ ($3\times 3$), result is $3\times 3$.
Calculate each element of $(DB)C$:
Row 1 times columns of $C$:
$$2\times 2 + 10\times 0 + 0\times (-6) = 4 + 0 + 0 = 4$$
$$2\times 1 + 10\times (-2) + 0\times 4 = 2 - 20 + 0 = -18$$
$$2\times (-1) + 10\times 3 + 0\times 2 = -2 + 30 + 0 = 28$$
Row 2 times columns of $C$:
$$-15\times 2 + 24\times 0 + (-22)\times (-6) = -30 + 0 + 132 = 102$$
$$-15\times 1 + 24\times (-2) + (-22)\times 4 = -15 - 48 - 88 = -151$$
$$-15\times (-1) + 24\times 3 + (-22)\times 2 = 15 + 72 - 44 = 43$$
Row 3 times columns of $C$:
$$-27\times 2 + 36\times 0 + (-38)\times (-6) = -54 + 0 + 228 = 174$$
$$-27\times 1 + 36\times (-2) + (-38)\times 4 = -27 - 72 - 152 = -251$$
$$-27\times (-1) + 36\times 3 + (-38)\times 2 = 27 + 108 - 76 = 59$$
So,
$$(DB)C=\begin{pmatrix}4 & -18 & 28 \\ 102 & -151 & 43 \\ 174 & -251 & 59\end{pmatrix}$$
**Final answers:**
(a) $A+D=\begin{pmatrix}3 & 2 \\ -2 & 1 \\ -9 & 10\end{pmatrix}$
(b) $2D - 3A=\begin{pmatrix}-4 & 9 \\ -4 & 22 \\ 7 & 5\end{pmatrix}$
(c) $AB=\begin{pmatrix}11 & -8 & 14 \\ 4 & -16 & 8 \\ -28 & 22 & -36\end{pmatrix}$
(d) $BC=\begin{pmatrix}-26 & 33 & -2 \\ 10 & -17 & 9\end{pmatrix}$
(e) $(A+D)C$ is **not defined** due to incompatible dimensions.
(f) $(DB)C=\begin{pmatrix}4 & -18 & 28 \\ 102 & -151 & 43 \\ 174 & -251 & 59\end{pmatrix}$