1. **Determine whether each set is a subspace of $P_2$** (the space of all polynomials of degree at most 2).
Recall: A subset $W$ of a vector space $V$ is a subspace if it satisfies three conditions:
- The zero vector of $V$ is in $W$.
- $W$ is closed under vector addition.
- $W$ is closed under scalar multiplication.
**Set 1:** $\{ p : p(x) = ax^2, a \in \mathbb{R} \}$
- Zero vector: $p(x) = 0x^2 = 0$ is in the set.
- Closure under addition: If $p_1(x) = a_1x^2$ and $p_2(x) = a_2x^2$, then $p_1 + p_2 = (a_1 + a_2)x^2$ is in the set.
- Closure under scalar multiplication: For scalar $c$, $c p_1 = c a_1 x^2$ is in the set.
**Conclusion:** This set is a subspace.
**Set 2:** $\{ p : p(x) = a + x^2, a \in \mathbb{R} \}$
- Zero vector: The zero polynomial is $0$, but here $p(x) = a + x^2$ always has $x^2$ term with coefficient 1, so zero polynomial is not in the set.
**Conclusion:** This set is not a subspace.
**Set 3:** $\{ p : p(x) = a + bx + cx^2, a,b,c \in \mathbb{Z} \}$
- Zero vector: $a=b=c=0$ gives zero polynomial, so zero vector is in the set.
- Closure under addition: Sum of two such polynomials has integer coefficients, so closed.
- Closure under scalar multiplication: For scalar $c \in \mathbb{R}$, $c p$ may not have integer coefficients unless $c$ is integer.
**Conclusion:** Not closed under scalar multiplication by arbitrary real scalars, so not a subspace.
2. **Write three different linear combinations of the vectors**
$$A=\begin{bmatrix}1 & 1 \\ 0 & 0\end{bmatrix}, B=\begin{bmatrix}2 & 1 \\ -1 & -1\end{bmatrix}, C=\begin{bmatrix}1 & 2 \\ 0 & 1\end{bmatrix}$$
A linear combination is $xA + yB + zC$ for scalars $x,y,z \in \mathbb{R}$.
Examples:
1. $1 \cdot A + 0 \cdot B + 0 \cdot C = A$
2. $0 \cdot A + 1 \cdot B + 1 \cdot C = B + C = \begin{bmatrix}2+1 & 1+2 \\ -1+0 & -1+1\end{bmatrix} = \begin{bmatrix}3 & 3 \\ -1 & 0\end{bmatrix}$
3. $2 \cdot A -1 \cdot B + 3 \cdot C = 2A - B + 3C = \begin{bmatrix}2 & 2 \\ 0 & 0\end{bmatrix} - \begin{bmatrix}2 & 1 \\ -1 & -1\end{bmatrix} + \begin{bmatrix}3 & 6 \\ 0 & 3\end{bmatrix} = \begin{bmatrix}2-2+3 & 2-1+6 \\ 0+1+0 & 0+1+3\end{bmatrix} = \begin{bmatrix}3 & 7 \\ 1 & 4\end{bmatrix}$
3. **For each span, write an arbitrary element and check if $v$ is in the span.**
(a) Span $\{A, B, C\}$ with $v = \begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}$.
Write $xA + yB + zC = v$:
$$x \begin{bmatrix}1 & 1 \\ 0 & 0\end{bmatrix} + y \begin{bmatrix}2 & 1 \\ -1 & -1\end{bmatrix} + z \begin{bmatrix}1 & 2 \\ 0 & 1\end{bmatrix} = \begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}$$
Equate entries:
- Top-left: $x + 2y + z = 1$
- Top-right: $x + y + 2z = 0$
- Bottom-left: $0x - y + 0z = 0 \Rightarrow -y = 0 \Rightarrow y=0$
- Bottom-right: $0x - y + z = 1 \Rightarrow -0 + z = 1 \Rightarrow z=1$
Substitute $y=0$, $z=1$ into first two:
- $x + 0 + 1 = 1 \Rightarrow x=0$
- $x + 0 + 2(1) = 0 \Rightarrow 0 + 2 = 0$ contradiction.
**Conclusion:** No solution, so $v$ is not in the span.
(b) Span $\{p_1, p_2, p_3\}$ with $p_1(x) = -x^2 - x -1$, $p_2(x) = x^2 + 3x$, $p_3(x) = 2x -1$, and $v(x) = 2x^2 - 3x + 1$.
Write $a p_1 + b p_2 + c p_3 = v$:
$$a(-x^2 - x -1) + b(x^2 + 3x) + c(2x -1) = 2x^2 - 3x + 1$$
Group terms:
- $x^2$: $-a + b$
- $x$: $-a + 3b + 2c$
- Constant: $-a - c$
Set equal to $v$ coefficients:
$$\begin{cases} -a + b = 2 \\ -a + 3b + 2c = -3 \\ -a - c = 1 \end{cases}$$
From third: $-a - c = 1 \Rightarrow c = -a -1$
Substitute $c$ into second:
$$-a + 3b + 2(-a -1) = -3 \Rightarrow -a + 3b - 2a - 2 = -3 \Rightarrow -3a + 3b = -1$$
From first: $-a + b = 2 \Rightarrow b = a + 2$
Substitute $b$ into above:
$$-3a + 3(a + 2) = -1 \Rightarrow -3a + 3a + 6 = -1 \Rightarrow 6 = -1$$
Contradiction.
**Conclusion:** No solution, so $v$ is not in the span.
4. **Given $H = \{ p \in P_2 : p'(2) = 0, \int_0^1 p(x) dx = 0 \}$ is a subspace.**
(No question asked here, so no further work.)
Subspace Linear Combinations B90Af1
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