Wronskian Linear Independence
1. **Problem 1: Compute the Wronskian for**
$$\vec{y}_1(t) = \begin{bmatrix} \cos(2t) \\ -\sin(2t) \end{bmatrix}, \quad \vec{y}_2(t) = \begin{bmatrix} -2 \sin(2t) \\ -2 \cos(2t) \end{bmatrix}$$
We want to determine if these two vector functions are linearly independent by computing the Wronskian.
2. **Formula for the Wronskian**
For two vector functions in $\mathbb{R}^2$, the Wronskian is the determinant of the matrix formed by placing the vectors as columns:
$$W(t) = \det \begin{bmatrix} y_{11}(t) & y_{21}(t) \\ y_{12}(t) & y_{22}(t) \end{bmatrix}$$
where $y_{ij}(t)$ is the $j$th component of $\vec{y}_i(t)$.
3. **Calculate the Wronskian matrix:**
$$\begin{bmatrix} \cos(2t) & -2 \sin(2t) \\ -\sin(2t) & -2 \cos(2t) \end{bmatrix}$$
4. **Compute the determinant:**
$$W(t) = (\cos(2t))(-2 \cos(2t)) - (-\sin(2t))(-2 \sin(2t))$$
$$= -2 \cos^2(2t) - 2 \sin^2(2t)$$
5. **Simplify using the Pythagorean identity $\sin^2 x + \cos^2 x = 1$:**
$$W(t) = -2 (\cos^2(2t) + \sin^2(2t)) = -2 (1) = -2$$
6. **Interpretation:**
Since $W(t) = -2 \neq 0$ for all $t$, the functions $\vec{y}_1(t)$ and $\vec{y}_2(t)$ are linearly independent.
Therefore, the solutions to the system
$$\vec{y}' = \begin{bmatrix} 0 & 2 \\ -2 & 0 \end{bmatrix} \vec{y}$$
form a fundamental set of solutions.
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7. **Problem 2: Verify solution $\vec{y}(t) = \begin{bmatrix} 2e^{t} \\ -e^{t} \\ -e^{t} \end{bmatrix}$ for the system:**
$$y_1' = 2y_1 + y_2 + y_3,$$
$$y_2' = y_1 + y_2 + 2y_3,$$
$$y_3' = y_1 + 2y_2 + y_3.$$
8. **Calculate derivatives:**
$$y_1' = \frac{d}{dt} (2e^{t}) = 2e^{t}$$
$$y_2' = \frac{d}{dt} (-e^{t}) = -e^{t}$$
$$y_3' = \frac{d}{dt} (-e^{t}) = -e^{t}$$
9. **Evaluate right sides:**
a. For $y_1'$:
$$2y_1 + y_2 + y_3 = 2(2e^{t}) + (-e^{t}) + (-e^{t}) = 4e^{t} - e^{t} - e^{t} = 2e^{t}$$
b. For $y_2'$:
$$y_1 + y_2 + 2y_3 = 2e^{t} + (-e^{t}) + 2(-e^{t}) = 2e^{t} - e^{t} - 2e^{t} = -e^{t}$$
c. For $y_3'$:
$$y_1 + 2y_2 + y_3 = 2e^{t} + 2(-e^{t}) + (-e^{t}) = 2e^{t} - 2e^{t} - e^{t} = -e^{t}$$
10. **Conclusion:**
The derivatives match the right sides exactly, so $\vec{y}(t)$ is a solution.
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11. **Problem 3: Rewrite system as $\vec{y}' = P \vec{y}$**
Given:
$$y_1' = 2y_1 + y_2 + y_3,$$
$$y_2' = y_1 + y_2 + 2y_3,$$
$$y_3' = y_1 + 2y_2 + y_3.$$
Matrix form:
$$\begin{bmatrix} y_1' \\ y_2' \\ y_3' \end{bmatrix} = \begin{bmatrix} 2 & 1 & 1 \\ 1 & 1 & 2 \\ 1 & 2 & 1 \end{bmatrix} \begin{bmatrix} y_1 \\ y_2 \\ y_3 \end{bmatrix}$$
So,
$$P = \begin{bmatrix} 2 & 1 & 1 \\ 1 & 1 & 2 \\ 1 & 2 & 1 \end{bmatrix}$$
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12. **Problem 4: Convert second order system to first order system**
Given:
$$y'' = t^{-1} y' + 4y - t z + (\sin t) z' + e^{5t},$$
$$z'' = y - 3 z'.$$
Define variables:
$$y_1 = y, \quad y_2 = y', \quad y_3 = z, \quad y_4 = z'$$
Then,
$$y_1' = y_2,$$
$$y_2' = t^{-1} y_2 + 4 y_1 - t y_3 + (\sin t) y_4 + e^{5t},$$
$$y_3' = y_4,$$
$$y_4' = y_1 - 3 y_4.$$
Matrix form:
$$\begin{bmatrix} y_1' \\ y_2' \\ y_3' \\ y_4' \end{bmatrix} = \begin{bmatrix} 0 & 1 & 0 & 0 \\ 4 & t^{-1} & -t & \sin t \\ 0 & 0 & 0 & 1 \\ 1 & 0 & 0 & -3 \end{bmatrix} \begin{bmatrix} y_1 \\ y_2 \\ y_3 \\ y_4 \end{bmatrix} + \begin{bmatrix} 0 \\ e^{5t} \\ 0 \\ 0 \end{bmatrix}$$
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13. **Problem 5: Compute Wronskian for**
$$\vec{y}_1(t) = \begin{bmatrix} 2 e^{3t} - 4 e^{-t} \\ 3 e^{3t} - 10 e^{-t} \end{bmatrix}, \quad \vec{y}_2(t) = \begin{bmatrix} -6 e^{3t} + 2 e^{-t} \\ -9 e^{3t} + 5 e^{-t} \end{bmatrix}$$
Wronskian matrix:
$$\begin{bmatrix} 2 e^{3t} - 4 e^{-t} & -6 e^{3t} + 2 e^{-t} \\ 3 e^{3t} - 10 e^{-t} & -9 e^{3t} + 5 e^{-t} \end{bmatrix}$$
Compute determinant:
$$W(t) = (2 e^{3t} - 4 e^{-t})(-9 e^{3t} + 5 e^{-t}) - (3 e^{3t} - 10 e^{-t})(-6 e^{3t} + 2 e^{-t})$$
Expand terms:
First product:
$$2 e^{3t} \cdot (-9 e^{3t}) = -18 e^{6t}$$
$$2 e^{3t} \cdot 5 e^{-t} = 10 e^{2t}$$
$$-4 e^{-t} \cdot (-9 e^{3t}) = 36 e^{2t}$$
$$-4 e^{-t} \cdot 5 e^{-t} = -20 e^{-2t}$$
Sum first product:
$$-18 e^{6t} + 10 e^{2t} + 36 e^{2t} - 20 e^{-2t} = -18 e^{6t} + 46 e^{2t} - 20 e^{-2t}$$
Second product:
$$3 e^{3t} \cdot (-6 e^{3t}) = -18 e^{6t}$$
$$3 e^{3t} \cdot 2 e^{-t} = 6 e^{2t}$$
$$-10 e^{-t} \cdot (-6 e^{3t}) = 60 e^{2t}$$
$$-10 e^{-t} \cdot 2 e^{-t} = -20 e^{-2t}$$
Sum second product:
$$-18 e^{6t} + 6 e^{2t} + 60 e^{2t} - 20 e^{-2t} = -18 e^{6t} + 66 e^{2t} - 20 e^{-2t}$$
Subtract second from first:
$$W(t) = (-18 e^{6t} + 46 e^{2t} - 20 e^{-2t}) - (-18 e^{6t} + 66 e^{2t} - 20 e^{-2t}) = 46 e^{2t} - 20 e^{-2t} - 66 e^{2t} + 20 e^{-2t} = -20 e^{2t}$$
Since $W(t) = -20 e^{2t} \neq 0$ for all $t$, the functions are linearly independent.
Therefore, the solutions to
$$\vec{y}' = \begin{bmatrix} 9 & -4 \\ 15 & -7 \end{bmatrix} \vec{y}$$
form a fundamental set.
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14. **Problem 6: Compute Wronskian for**
$$\vec{y}_1(t) = \begin{bmatrix} t^2 - 2t \\ 2t \end{bmatrix}, \quad \vec{y}_2(t) = \begin{bmatrix} t - 1 \\ 1 \end{bmatrix}$$
Wronskian matrix:
$$\begin{bmatrix} t^2 - 2t & t - 1 \\ 2t & 1 \end{bmatrix}$$
Compute determinant:
$$W(t) = (t^2 - 2t)(1) - (2t)(t - 1) = t^2 - 2t - 2t^2 + 2t = -t^2$$
Since $W(t) = -t^2$, which is zero only at $t=0$, the functions are linearly independent for $t \neq 0$.
Therefore, the solutions to
$$\vec{y}' = \begin{bmatrix} 2 t^{-2} & 1 - 2 t^{-1} + 2 t^{-2} \\ -2 t^{-2} & 2 t^{-1} - 2 t^{-2} \end{bmatrix} \vec{y}$$
form a fundamental set for $t \neq 0$.
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**Summary:**
- Problems 1, 5, and 6 involve computing Wronskians to check linear independence.
- Problem 2 verifies a solution to a system.
- Problem 3 rewrites a system in matrix form.
- Problem 4 converts a second order system to first order.