1. **Problem Statement:** Prove that if $W_1$ and $W_2$ are subspaces of a vector space $V$, then their intersection $W_1 \cap W_2$ is also a subspace of $V$.
2. **Recall the definition of a subspace:** A subset $U$ of a vector space $V$ is a subspace if it satisfies three conditions:
- The zero vector $\mathbf{0}$ of $V$ is in $U$.
- $U$ is closed under vector addition: if $\mathbf{u}, \mathbf{v} \in U$, then $\mathbf{u} + \mathbf{v} \in U$.
- $U$ is closed under scalar multiplication: if $\mathbf{u} \in U$ and $c$ is a scalar, then $c\mathbf{u} \in U$.
3. **Show $W_1 \cap W_2$ contains the zero vector:**
Since $W_1$ and $W_2$ are subspaces, both contain the zero vector $\mathbf{0}$. Therefore, $\mathbf{0} \in W_1$ and $\mathbf{0} \in W_2$, so $\mathbf{0} \in W_1 \cap W_2$.
4. **Show closure under addition:**
Let $\mathbf{u}, \mathbf{v} \in W_1 \cap W_2$. By definition of intersection, $\mathbf{u}, \mathbf{v} \in W_1$ and $\mathbf{u}, \mathbf{v} \in W_2$.
Since $W_1$ is a subspace, $\mathbf{u} + \mathbf{v} \in W_1$.
Since $W_2$ is a subspace, $\mathbf{u} + \mathbf{v} \in W_2$.
Therefore, $\mathbf{u} + \mathbf{v} \in W_1 \cap W_2$.
5. **Show closure under scalar multiplication:**
Let $\mathbf{u} \in W_1 \cap W_2$ and $c$ be any scalar.
Since $\mathbf{u} \in W_1$ and $W_1$ is a subspace, $c\mathbf{u} \in W_1$.
Since $\mathbf{u} \in W_2$ and $W_2$ is a subspace, $c\mathbf{u} \in W_2$.
Therefore, $c\mathbf{u} \in W_1 \cap W_2$.
6. **Conclusion:** Since $W_1 \cap W_2$ contains the zero vector and is closed under addition and scalar multiplication, it is a subspace of $V$.
**Final answer:** The intersection $W_1 \cap W_2$ of two subspaces $W_1$ and $W_2$ of a vector space $V$ is itself a subspace of $V$.
Subspace Intersection C99B3A
Step-by-step solutions with LaTeX - clean, fast, and student-friendly.