give answer in 2 step with explanation at the end of each step and final answer at the end:LetT : R2 we seasineaty7 (1) = [2 22 letu= [ 3 |= { [] R [] Jone EA 32; — 22, —4 1) ce={[%],[? 2] [1 1-2 " Gen Po=| 5 |-use tne Fundamental Theorem of Mii Representations to find [715 (Ps (w)) =|
Question:
give answer in 2 step with explanation at the end of each step and final answer at the end:
LetT : R2 we seasineaty7 (1) = [2 22 letu= [ 3 |= { [] R [] Jone
EA 32; — 22, —4 1)
ce={[%],[?
2] [1
1-2 "
Gen Po=| 5 |-use tne Fundamental Theorem of Mii Representations to find [715 (Ps (w))
=|
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Asked by: Pagal
Created at: 2025-05-31 05:03:07
Asked by: Pagal
Created at: 2025-05-31 05:03:07
Final Answer:
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Let's solve the problem step by step:
---
**Step 1: Find \( [\mathbf{u}]_{\mathcal{B}} \) (the coordinate vector of \(\mathbf{u}\) relative to basis \(\mathcal{B}\)).**
Given:
- \(\mathbf{u} = \begin{bmatrix} 3 \\ -4 \end{bmatrix}\)
- \(\mathcal{B} = \left\{ \begin{bmatrix} 2 \\ 1 \end{bmatrix}, \begin{bmatrix} 1 \\ 1 \end{bmatrix} \right\}\)
We want to find \( c_1, c_2 \) such that:
\[
\mathbf{u} = c_1 \begin{bmatrix} 2 \\ 1 \end{bmatrix} + c_2 \begin{bmatrix} 1 \\ 1 \end{bmatrix}
\]
So,
\[
\begin{bmatrix} 3 \\ -4 \end{bmatrix} = c_1 \begin{bmatrix} 2 \\ 1 \end{bmatrix} + c_2 \begin{bmatrix} 1 \\ 1 \end{bmatrix} = \begin{bmatrix} 2c_1 + c_2 \\ c_1 + c_2 \end{bmatrix}
\]
This gives the system:
\[
2c_1 + c_2 = 3 \\
c_1 + c_2 = -4
\]
Subtract the second equation from the first:
\[
(2c_1 + c_2) - (c_1 + c_2) = 3 - (-4) \implies c_1 = 7
\]
Substitute \(c_1 = 7\) into \(c_1 + c_2 = -4\):
\[
7 + c_2 = -4 \implies c_2 = -11
\]
**Explanation:**
We expressed \(\mathbf{u}\) as a linear combination of the basis vectors in \(\mathcal{B}\), and solved for the coefficients.
So,
\[
[\mathbf{u}]_{\mathcal{B}} = \begin{bmatrix} 7 \\ -11 \end{bmatrix}
\]
---
**Step 2: Find \([T]_{\mathcal{B}}^{\mathcal{C}}(P_{\mathcal{B}}(\mathbf{u}))\) using the Fundamental Theorem of Matrix Representations.**
The theorem says:
\[
[T]_{\mathcal{B}}^{\mathcal{C}}([\mathbf{u}]_{\mathcal{B}}) = [T(\mathbf{u})]_{\mathcal{C}}
\]
So, we need \(T(\mathbf{u})\) and then express it in the basis \(\mathcal{C}\).
First, calculate \(T(\mathbf{u})\):
\[
T\left(\begin{bmatrix} 3 \\ -4 \end{bmatrix}\right) = \begin{bmatrix} -3(3) - (-4) \\ 3(3) - 2(-4) \end{bmatrix} = \begin{bmatrix} -9 + 4 \\ 9 + 8 \end{bmatrix} = \begin{bmatrix} -5 \\ 17 \end{bmatrix}
\]
Now, express \(\begin{bmatrix} -5 \\ 17 \end{bmatrix}\) as a linear combination of \(\mathcal{C} = \left\{ \begin{bmatrix} 5 \\ 2 \end{bmatrix}, \begin{bmatrix} 2 \\ 1 \end{bmatrix} \right\}\):
Let \(a, b\) such that
\[
\begin{bmatrix} -5 \\ 17 \end{bmatrix} = a \begin{bmatrix} 5 \\ 2 \end{bmatrix} + b \begin{bmatrix} 2 \\ 1 \end{bmatrix} = \begin{bmatrix} 5a + 2b \\ 2a + b \end{bmatrix}
\]
So,
\[
5a + 2b = -5 \\
2a + b = 17
\]
From the second equation: \(b = 17 - 2a\)
Plug into the first equation:
\[
5a + 2(17 - 2a) = -5 \\
5a + 34 - 4a = -5 \\
a = -39 \\
b = 17 - 2(-39) = 17 + 78 = 95
\]
**Explanation:**
We calculated \(T(\mathbf{u})\), then wrote it as a linear combination of the basis vectors in \(\mathcal{C}\) to get the coordinates.
So,
\[
[T]_{\mathcal{B}}^{\mathcal{C}}(P_{\mathcal{B}}(\mathbf{u})) = \begin{bmatrix} -39 \\ 95 \end{bmatrix}
\]
---
**Final Answer:**
\[
\boxed{\begin{bmatrix} -39 \\ 95 \end{bmatrix}}
\]
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