Chapter 9
Differential Equations and Linear Algebra · 170 exercises
Problem 1
Verify that \(\mathbf{x}_{1}(t)=\left[\begin{array}{l}e^{t^{2}-t} \\\ -1\end{array}\right]\) and \(\mathbf{x}_{2}(t)=\left[\begin{array}{c}0 \\ 2 e^{t}\end{array}\right]\) are linearly independent solutions to \(\mathbf{x}^{\prime}=A \mathbf{x},\) where $$ A=\left[\begin{array}{ll} 2 t-1 & 0 \\ e^{t-t^{2}} & 1 \end{array}\right] $$ Write the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\)
3 step solution
Problem 1
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rr} 1 & 1 \\ -1 & 3 \end{array}\right]$$
3 step solution
Problem 1
Determine all equilibrium points of the given system and, if possible, characterize them as centers, spirals, saddles, or nodes. $$x^{\prime}=y(3 x-2), \quad y^{\prime}=2 x+9 y^{2}$$
4 step solution
Problem 1
If \(X(t)\) is any fundamental matrix for \(\mathbf{x}^{\prime}=A \mathbf{x},\) show that the transition matrix based at \(t=0\) is given by $$X_{0}=X(t) X^{-1}(0)$$.
7 step solution
Problem 1
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{ll} 4 & -3 \\ 2 & -1 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{l} e^{2 t} \\ e^{t} \end{array}\right]$$
3 step solution
Problem 1
Show that the given functions are solutions of the system \(\mathbf{x}^{\prime}(t)=A(x) \mathbf{x}(t)\) for the given matrix \(A,\) and hence, find the general solution to the system (remember to check linear independence). If auxiliary conditions are given, find the particular solution that satisfies these conditions. $$\begin{aligned} &\mathbf{x}_{1}(t)=\left[\begin{array}{c} \sin 3 t \\ \cos 3 t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{r} -\cos 3 t \\ \sin 3 t \end{array}\right],\\\ &A=\left[\begin{array}{rr} 0 & 3 \\ -3 & 0 \end{array}\right]. \end{aligned}$$
2 step solution
Problem 1
Show that the given vector functions are linearly independent on \((-\infty, \infty)\). $$\mathbf{x}_{1}(t)=\left[\begin{array}{r} e^{t} \\ -e^{t} \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{l} e^{t} \\ e^{t} \end{array}\right]$$
5 step solution
Problem 1
Solve the given system of differential equations. $$x_{1}^{\prime}=2 x_{1}+x_{2}, \quad x_{2}^{\prime}=2 x_{1}+3 x_{2}$$
4 step solution
Problem 2
Show that the given functions are solutions of the system \(\mathbf{x}^{\prime}(t)=A(x) \mathbf{x}(t)\) for the given matrix \(A,\) and hence, find the general solution to the system (remember to check linear independence). If auxiliary conditions are given, find the particular solution that satisfies these conditions. $$\begin{aligned} &\mathbf{x}_{1}(t)=\left[\begin{array}{c} e^{4 t} \\ 2 e^{4 t} \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} 3 e^{-t} \\ e^{-t} \end{array}\right],\\\ &A=\left[\begin{array}{ll} -2 & 3 \\\ -2 & 5 \end{array}\right], \quad \mathbf{x}(0)=\left[\begin{array}{r} -2 \\\ 1 \end{array}\right]. \end{aligned}$$
2 step solution
Problem 2
Consider the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) where $$ \begin{array}{l} A=\left[\begin{array}{ccc} t \cot \left(t^{2}\right) & 0 & t \cos \left(t^{2}\right) / 2 \\ 0 & 1 / t & -1 \\ \csc \left(t^{2}\right) & 1 & -1 \end{array}\right] \\ \mathbf{b}=\left[\begin{array}{c} 0 \\ 2-t \sin t \\ 1-t \cos t \end{array}\right] \end{array} $$ (a) Verify that \(\mathbf{x}(t)=\left[\begin{array}{c}\sin \left(t^{2}\right) \\\ t \cos t \\ 2\end{array}\right]\) is a solution to this system. (b) Is it possible for a constant vector \(\mathbf{x}_{0}\) to solve the system? Justify your answer.
5 step solution
Problem 2
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rr} 0 & -2 \\ 2 & 4 \end{array}\right]$$
3 step solution
Problem 2
Determine all equilibrium points of the given system and, if possible, characterize them as centers, spirals, saddles, or nodes. $$x^{\prime}=y(3 x-2), \quad y^{\prime}=2 x-9 y^{2}$$
3 step solution
Problem 2
Use the techniques from Section 9.4 and Section 9.5 to determine a fundamental matrix for \(\mathbf{x}^{\prime}=A \mathbf{x}\) and hence, find \(e^{A t}\). $$A=\left[\begin{array}{ll}2 & 1 \\\0 & 2\end{array}\right]$$.
5 step solution
Problem 2
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{rr} 2 & -1 \\ -1 & 2 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{c} 0 \\ 4 e^{t} \end{array}\right]$$
6 step solution
Problem 2
Show that the given vector functions are linearly independent on \((-\infty, \infty)\). $$\mathbf{x}_{1}(t)=\left[\begin{array}{l} t \\ t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{l} t \\ t^{2} \end{array}\right]$$
4 step solution
Problem 2
Solve the given system of differential equations. $$x_{1}^{\prime}=2 x_{1}-3 x_{2}, \quad x_{2}^{\prime}=x_{1}-2 x_{2}$$
3 step solution
Problem 3
Determine the general solution to the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\). $$\left[\begin{array}{rr} -6 & 1 \\ 6 & -5 \end{array}\right]$$
2 step solution
Problem 3
Show that the given functions are solutions of the system \(\mathbf{x}^{\prime}(t)=A(x) \mathbf{x}(t)\) for the given matrix \(A,\) and hence, find the general solution to the system (remember to check linear independence). If auxiliary conditions are given, find the particular solution that satisfies these conditions. $$\mathbf{x}_{1}(t)=\left[\begin{array}{l} e^{-t} \cos 2 t \\ e^{-t} \sin 2 t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} -e^{-t} \sin 2 t \\ e^{-t} \cos 2 t \end{array}\right]$$, $$A=\left[\begin{array}{ll} 1 & -2 \\ 2 & 1 \end{array}\right], \quad \mathbf{x}(0)=\left[\begin{array}{l} 1 \\ 3 \end{array}\right]$$.
4 step solution
Problem 3
Show that the given vector functions are linearly independent on \((-\infty, \infty)\). $$\begin{array}{l} \mathbf{x}_{1}(t)=\left[\begin{array}{c} t+1 \\ t-1 \\ 2 t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} e^{t} \\ e^{2 t} \\ e^{3 t} \end{array}\right] \\ \mathbf{x}_{3}(t)=\left[\begin{array}{c} 1 \\ \sin t \\ \cos t \end{array}\right] \end{array}$$
4 step solution
Problem 3
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rr} -3 & -2 \\ 2 & 1 \end{array}\right]$$
3 step solution
Problem 3
Determine all equilibrium points of the given system and, if possible, characterize them as centers, spirals, saddles, or nodes. $$x^{\prime}=x-y^{2}, \quad y^{\prime}=y(9 x-4)$$
3 step solution
Problem 3
Use the techniques from Section 9.4 and Section 9.5 to determine a fundamental matrix for \(\mathbf{x}^{\prime}=A \mathbf{x}\) and hence, find \(e^{A t}\). $$A=\left[\begin{array}{rr}1 & 2 \\\0 & -1\end{array}\right]$$.
3 step solution
Problem 3
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{ll} 3 & 1 \\ 0 & 3 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{l} t e^{3 t} \\ e^{3 t} \end{array}\right]$$
4 step solution
Problem 3
Solve the given system of differential equations. $$x_{1}^{\prime}=4 x_{1}+2 x_{2}, \quad x_{2}^{\prime}=-x_{1}+x_{2}$$
3 step solution
Problem 4
Determine the general solution to the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\). $$\left[\begin{array}{ll} 9 & -2 \\ 5 & -2 \end{array}\right]$$
4 step solution
Problem 4
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rrr} 0 & 1 & 0 \\ 0 & 0 & 1 \\ 1 & 1 & -1 \end{array}\right]$$
3 step solution
Problem 4
Determine all equilibrium points of the given system and, if possible, characterize them as centers, spirals, saddles, or nodes. $$x^{\prime}=x+3 y^{2}, \quad y^{\prime}=y(x-2)$$
4 step solution
Problem 4
Show that the given functions are solutions of the system \(\mathbf{x}^{\prime}(t)=A(x) \mathbf{x}(t)\) for the given matrix \(A,\) and hence, find the general solution to the system (remember to check linear independence). If auxiliary conditions are given, find the particular solution that satisfies these conditions. $$\mathbf{x}_{1}(t)=\left[\begin{array}{c} e^{2 t} \\ -e^{2 t} \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} e^{2 t}(1+t) \\ -t e^{2 t} \end{array}\right]$$. $$A=\left[\begin{array}{rr} 3 & 1 \\\ -1 & 1 \end{array}\right]$$.
4 step solution
Problem 4
Use the techniques from Section 9.4 and Section 9.5 to determine a fundamental matrix for \(\mathbf{x}^{\prime}=A \mathbf{x}\) and hence, find \(e^{A t}\). $$A=\left[\begin{array}{rrr}3 & 0 & 0 \\\0 & 3 & -1 \\\0 & 1 & 1\end{array}\right]$$.
3 step solution
Problem 4
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{rr} -1 & 1 \\ 3 & 1 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{c} 20 e^{3 t} \\ 12 e^{t} \end{array}\right]$$
4 step solution
Problem 4
Show that the given vector functions are linearly independent on \((-\infty, \infty)\). $$\mathbf{x}_{1}(t)=\left[\begin{array}{l} t \\ t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{l} |t| \\ t \end{array}\right]$$
6 step solution
Problem 4
Solve the given system of differential equations. $$x_{1}^{\prime}=2 x_{1}+4 x_{2}, \quad x_{2}^{\prime}=-4 x_{1}-6 x_{2}$$
4 step solution
Problem 5
Determine the general solution to the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\). $$\left[\begin{array}{rr} 10 & -4 \\ 4 & 2 \end{array}\right]$$
4 step solution
Problem 5
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{lll} 2 & 2 & -1 \\ 2 & 1 & -1 \\ 2 & 3 & -1 \end{array}\right]$$
3 step solution
Problem 5
Determine all equilibrium points of the given system and, if possible, characterize them as centers, spirals, saddles, or nodes. $$x^{\prime}=2 x+5 y^{2}, \quad y^{\prime}=y(3-4 x)$$
4 step solution
Problem 5
Characterize the equilibrium point for the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) and sketch the phase portrait. $$A=\left[\begin{array}{rr} 1 & 3 \\ 1 & -1 \end{array}\right]$$
3 step solution
Problem 5
Find \(n\) linearly independent solutions to \(\mathbf{x}^{\prime}=A \mathbf{x}\) of the form \(e^{A t} \mathbf{v},\) and hence find \(e^{A t}\). $$A=\left[\begin{array}{rr}-3 & -2 \\\2 & 1\end{array}\right]$$.
3 step solution
Problem 5
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{ll} -1 & 2 \\ -2 & 4 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{c} 54 t e^{3 t} \\ 9 e^{3 t} \end{array}\right]$$
4 step solution
Problem 5
Is there an interval on which \(\mathbf{x}_{1}(t)\) and \(\mathbf{x}_{2}(t)\) in this exercise are not linearly independent? $$\begin{aligned} &\mathbf{x}_{1}(t)=\left[\begin{array}{c} \sin t \\ \cos t \\ 1 \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} t \\ 1-t \\ 1 \end{array}\right]\\\ &\mathbf{x}_{3}(t)=\left[\begin{array}{c} \sinh t \\ \cosh t \\ 1 \end{array}\right] \end{aligned}$$
3 step solution
Problem 5
Solve the given system of differential equations. $$x_{1}^{\prime}=2 x_{2}, \quad x_{2}^{\prime}=-2 x_{1}$$
4 step solution
Problem 6
Determine the general solution to the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\). $$\left[\begin{array}{cc} -8 & 5 \\ -5 & 2 \end{array}\right]$$
3 step solution
Problem 6
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rrr} -2 & 0 & 0 \\ 1 & -3 & -1 \\ -1 & 1 & -1 \end{array}\right]$$
2 step solution
Problem 6
Characterize the equilibrium point for the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) and sketch the phase portrait. $$A=\left[\begin{array}{rr} 0 & 2 \\ -2 & 0 \end{array}\right]$$
4 step solution
Problem 6
Find \(n\) linearly independent solutions to \(\mathbf{x}^{\prime}=A \mathbf{x}\) of the form \(e^{A t} \mathbf{v},\) and hence find \(e^{A t}\). $$A=\left[\begin{array}{ll}3 & -1 \\\4 & -1\end{array}\right]$$.
5 step solution
Problem 6
Use the variation-of-parameters technique to find a particular solution \(\mathbf{x}_{p}\) to \(\mathbf{x}^{\prime}=A \mathbf{x}+\mathbf{b},\) for the given \(A\) and \(\mathbf{b} .\) Also obtain the general solution to the system of differential equations. $$A=\left[\begin{array}{rr} 2 & 4 \\ -2 & -2 \end{array}\right], \quad \mathbf{b}=\left[\begin{array}{l} 8 \sin 2 t \\ 8 \cos 2 t \end{array}\right]$$
2 step solution
Problem 6
Show that the given vector functions are linearly dependent on \((-\infty, \infty)\). $$\mathbf{x}_{1}(t)=\left[\begin{array}{c} e^{t} \\ 2 e^{2 t} \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} 4 e^{t} \\ 8 e^{2 t} \end{array}\right]$$
5 step solution
Problem 6
Solve the given system of differential equations. $$x_{1}^{\prime}=x_{1}-3 x_{2}, \quad x_{2}^{\prime}=3 x_{1}+x_{2}$$
4 step solution
Problem 7
Show that the given functions are solutions of the system \(\mathbf{x}^{\prime}(t)=A(x) \mathbf{x}(t)\) for the given matrix \(A,\) and hence, find the general solution to the system (remember to check linear independence). If auxiliary conditions are given, find the particular solution that satisfies these conditions. $$\mathbf{x}_{1}(t)=\left[\begin{array}{c} t \sin t \\ \cos t \end{array}\right], \quad \mathbf{x}_{2}(t)=\left[\begin{array}{c} -t \cos t \\\ \sin t \end{array}\right]$$, $$A=\left[\begin{array}{rr} 1 / t & t \\ -1 / t & 0 \end{array}\right]$$.
6 step solution
Problem 7
Determine the general solution to the linear system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\). $$\left[\begin{array}{rrr} 3 & 0 & 4 \\ 0 & 2 & 0 \\ -4 & 0 & -5 \end{array}\right]$$
3 step solution
Problem 7
Determine the general solution to the system \(\mathbf{x}^{\prime}=A \mathbf{x}\) for the given matrix \(A\) $$\left[\begin{array}{rrr} 15 & -32 & 12 \\ 8 & -17 & 6 \\ 0 & 0 & -1 \end{array}\right]$$
4 step solution