Subspace Test 0Ae77A
1. **Problem:** Use the Subspace Test to determine which of the sets are subspaces of $\mathbb{R}^3$.
a. All vectors of the form $(a, 0, 0)$.
**Step 1:** State the Subspace Test conditions:
- The zero vector must be in the set.
- The set must be closed under vector addition.
- The set must be closed under scalar multiplication.
**Step 2:** Check zero vector:
- For $a=0$, vector is $(0,0,0)$ which is in the set.
**Step 3:** Check closure under addition:
- Let $u=(a,0,0)$ and $v=(b,0,0)$ be in the set.
- Then $u+v=(a+b,0,0)$ which is in the set.
**Step 4:** Check closure under scalar multiplication:
- For scalar $c$, $c u = (c a, 0, 0)$ which is in the set.
**Conclusion:** The set is a subspace of $\mathbb{R}^3$.
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19. **Problem:** Determine whether the solution space of $Ax=0$ is a line, plane, or origin only. Find parametric or equation if line or plane.
Given matrices:
**a.** $A=\begin{bmatrix}1 & -1 & 0 \\ 3 & -1 & -5\end{bmatrix}$
**Step 1:** Write system $Ax=0$:
$$\begin{cases} x_1 - x_2 = 0 \\ 3x_1 - x_2 - 5x_3 = 0 \end{cases}$$
**Step 2:** From first equation: $x_1 = x_2$.
Substitute into second:
$$3x_1 - x_1 - 5x_3 = 0 \implies 2x_1 = 5x_3 \implies x_1 = \frac{5}{2} x_3$$
Since $x_1 = x_2$, we have:
$$x_2 = \frac{5}{2} x_3$$
**Step 3:** Parametric form:
Let $t = x_3$, then
$$x = \left(\frac{5}{2} t, \frac{5}{2} t, t\right) = t \left(\frac{5}{2}, \frac{5}{2}, 1\right)$$
**Conclusion:** Solution space is a line through the origin with parametric equations:
$$x_1 = \frac{5}{2} t, \quad x_2 = \frac{5}{2} t, \quad x_3 = t$$
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24. **Problem:** Use the Subspace Test to show that
- $V = \{p = a_0 + a_1 x + a_2 x^2 + a_3 x^3 : a_0 + a_3 = 0\}$
- $W = \{p : p'(1) = 0\}$
are subspaces of $P_3$.
**Step 1:** Check $V$:
- Zero polynomial has $a_0=0$, $a_3=0$, so $a_0 + a_3=0$.
- Closure under addition:
If $p, q \in V$, then $(a_0 + a_3) + (b_0 + b_3) = 0 + 0 = 0$.
- Closure under scalar multiplication:
For scalar $c$, $c a_0 + c a_3 = c(a_0 + a_3) = c \cdot 0 = 0$.
**Step 2:** Check $W$:
- $p'(x) = a_1 + 2 a_2 x + 3 a_3 x^2$.
- Condition $p'(1) = a_1 + 2 a_2 + 3 a_3 = 0$.
- Zero polynomial derivative is zero, so in $W$.
- Closure under addition:
If $p, q \in W$, then $p'(1) + q'(1) = 0 + 0 = 0$.
- Closure under scalar multiplication:
For scalar $c$, $(c p)'(1) = c p'(1) = c \cdot 0 = 0$.
**Step 3:** Intersection $V \cap W$:
- Polynomials satisfying both $a_0 + a_3 = 0$ and $a_1 + 2 a_2 + 3 a_3 = 0$.
- Zero polynomial satisfies both.
- Closure under addition and scalar multiplication hold as both conditions are linear.
**Conclusion:** $V$, $W$, and $V \cap W$ are subspaces of $P_3$.