Savage Schmidt
09/16/2023 · High School
4. Let \( V \) be a vector space, and \( f: V \rightarrow R, g: V \rightarrow R \) two linear mappings. Let \( F: V \rightarrow R^{2} \) be the mapping defined by \( F(v)=(f(v), g(v)) \). Show that \( F \) is linear.
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Step-by-step Solution
To show that the mapping \( F: V \rightarrow \mathbb{R}^2 \) defined by \( F(v) = (f(v), g(v)) \) is linear, we need to verify two properties of linearity:
1. **Additivity**: For all \( u, v \in V \), we need to show that \( F(u + v) = F(u) + F(v) \).
2. **Homogeneity**: For all \( v \in V \) and all scalars \( c \in \mathbb{R} \), we need to show that \( F(cv) = cF(v) \).
### Step 1: Additivity
Let \( u, v \in V \). We compute \( F(u + v) \):
\[
F(u + v) = (f(u + v), g(u + v))
\]
Since \( f \) and \( g \) are linear mappings, we can use the property of linearity:
\[
f(u + v) = f(u) + f(v)
\]
\[
g(u + v) = g(u) + g(v)
\]
Thus, we have:
\[
F(u + v) = (f(u) + f(v), g(u) + g(v)) = (f(u), g(u)) + (f(v), g(v)) = F(u) + F(v)
\]
### Step 2: Homogeneity
Let \( v \in V \) and \( c \in \mathbb{R} \). We compute \( F(cv) \):
\[
F(cv) = (f(cv), g(cv))
\]
Again, using the linearity of \( f \) and \( g \):
\[
f(cv) = c f(v)
\]
\[
g(cv) = c g(v)
\]
Thus, we have:
\[
F(cv) = (c f(v), c g(v)) = c (f(v), g(v)) = c F(v)
\]
### Conclusion
Since both properties of linearity (additivity and homogeneity) are satisfied, we conclude that the mapping \( F: V \rightarrow \mathbb{R}^2 \) is linear. Therefore, we have shown that:
\[
F \text{ is linear.}
\]
Quick Answer
To prove \( F \) is linear, we verify additivity and homogeneity. For additivity, \( F(u + v) = F(u) + F(v) \), and for homogeneity, \( F(cv) = cF(v) \). Since both conditions are met, \( F \) is linear.
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