Bowers Osborne
06/14/2024 · Junior High School
A mapping, \( T: M_{2,2}(\mathbb{R}) \longrightarrow \mathcal{P}_{1} \) is defined by \( T\left(\left[\begin{array}{ll}a & b \\ c & d\end{array}\right]\right)=(a+d)+(b-c) x \) 1.1 Show that \( T \) is a linear transformation.
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To show that the mapping \( T: M_{2,2}(\mathbb{R}) \longrightarrow \mathcal{P}_{1} \) defined by
\[
T\left(\left[\begin{array}{ll}a & b \\ c & d\end{array}\right]\right)=(a+d)+(b-c) x
\]
is a linear transformation, we need to verify two properties of linearity:
1. **Additivity**: For any matrices \( A, B \in M_{2,2}(\mathbb{R}) \), we need to show that \( T(A + B) = T(A) + T(B) \).
2. **Homogeneity**: For any matrix \( A \in M_{2,2}(\mathbb{R}) \) and any scalar \( k \in \mathbb{R} \), we need to show that \( T(kA) = kT(A) \).
### Step 1: Additivity
Let
\[
A = \left[\begin{array}{ll} a_1 & b_1 \\ c_1 & d_1 \end{array}\right], \quad B = \left[\begin{array}{ll} a_2 & b_2 \\ c_2 & d_2 \end{array}\right].
\]
Then, we have:
\[
A + B = \left[\begin{array}{ll} a_1 + a_2 & b_1 + b_2 \\ c_1 + c_2 & d_1 + d_2 \end{array}\right].
\]
Now, we compute \( T(A + B) \):
\[
T(A + B) = T\left(\left[\begin{array}{ll} a_1 + a_2 & b_1 + b_2 \\ c_1 + c_2 & d_1 + d_2 \end{array}\right]\right) = (a_1 + a_2 + d_1 + d_2) + ((b_1 + b_2) - (c_1 + c_2)) x.
\]
This simplifies to:
\[
T(A + B) = (a_1 + d_1) + (b_1 - c_1)x + (a_2 + d_2) + (b_2 - c_2)x = T(A) + T(B).
\]
### Step 2: Homogeneity
Let \( k \in \mathbb{R} \) and consider the matrix \( kA \):
\[
kA = \left[\begin{array}{ll} ka_1 & kb_1 \\ kc_1 & kd_1 \end{array}\right].
\]
Now, we compute \( T(kA) \):
\[
T(kA) = T\left(\left[\begin{array}{ll} ka_1 & kb_1 \\ kc_1 & kd_1 \end{array}\right]\right) = (ka_1 + kd_1) + (kb_1 - kc_1)x.
\]
This simplifies to:
\[
T(kA) = k(a_1 + d_1) + k(b_1 - c_1)x = kT(A).
\]
### Conclusion
Since both properties of additivity and homogeneity hold, we conclude that \( T \) is a linear transformation.
Quick Answer
To prove \( T \) is a linear transformation, verify additivity and homogeneity. For additivity, show \( T(A + B) = T(A) + T(B) \) and for homogeneity, show \( T(kA) = kT(A) \).
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