Linear Systems
1. **State the problem**:
Given matrix
$$A=\begin{bmatrix}1 & 2 \\ 1 & -2\end{bmatrix}$$
and vector
$$b=\begin{bmatrix}4 \\ 0\end{bmatrix},$$
we want to express $b$ as a linear combination of $A$'s columns, then find solutions to $Ax=b$, and analyze solution uniqueness.
2. **Part (a)**: Write $b$ as a linear combination of the columns $a_1$ and $a_2$ of $A$.
Columns are
$$a_1 = \begin{bmatrix}1 \\ 1\end{bmatrix}, \quad a_2 = \begin{bmatrix}2 \\ -2\end{bmatrix}.$$
We look for scalars $\alpha, \beta$ such that
$$b = \alpha a_1 + \beta a_2.$$
The problem states $b = 2a_1 + 1a_2$, check:
$$2a_1 + 1a_2 = 2\begin{bmatrix}1 \\ 1\end{bmatrix} + \begin{bmatrix}2 \\ -2\end{bmatrix} = \begin{bmatrix}2 \\ 2\end{bmatrix} + \begin{bmatrix}2 \\ -2\end{bmatrix} = \begin{bmatrix}4 \\ 0\end{bmatrix} = b.$$
This verifies the linear combination.
3. **Part (b)**: Use this to solve $Ax=b$.
We want $x = \begin{bmatrix}x_1 \\ x_2\end{bmatrix}$ such that
$$Ax = x_1 a_1 + x_2 a_2 = b.$$
From part (a), $b = 2a_1 + 1a_2$, so
$$x_1=2, \quad x_2=1.$$
Hence, a solution is
$$x = \begin{bmatrix}2 \\ 1\end{bmatrix}.$$
4. **Part (c)**: Does the system have other solutions?
Since $A$ is square and its columns are linearly independent (determinant
$$\det(A) = 1\times(-2) - 2\times 1 = -2 - 2 = -4 \neq 0$$), the system has a unique solution. So, no other solutions.
5. **Part (d)**: Changing the right-hand side to $c$, how many solutions?
Because $A$ is invertible (determinant nonzero), for any vector $c$ in $\mathbb{R}^2$, the system $Ax=c$ has exactly one solution.
**Final answers:**
(a) $b = 2a_1 + 1a_2$
(b) $x = \begin{bmatrix}2 \\ 1\end{bmatrix}$
(c) No other solutions
(d) Always one solution for any vector $c$