Using a Lyapunov function to classify stability and sketching a phase portraitLyapunov stability question...
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Using a Lyapunov function to classify stability and sketching a phase portrait
Lyapunov stability question from Arnold's triviumNon linear phase portraitNonlinear phase portrait and linearizationSystem of differential equations, phase portraitDynamical Systems- Plotting Phase PortraitPhase portrait of ODE in polar coordinatesQuestions about stability in the sense of LyapunovLinearization method or Lyapunov function - examplestability using linearization instead of Lyapunov failsLyapunov function instead of linearization
$begingroup$
Consider the system
$$x' = -x^3-xy^{2k}$$
$$y' = -y^3-x^{2k}y$$
Where $k$ is a given positive integer.
a.) Find and classify according to stability the equilibrium solutions.
$it{Hint:}$ Let $V(x,y) = x^2 + y^2$
b.) Sketch a phase portrait when $k = 1$
$it{Hint:}$ What are $x'$ and $y'$ when $y=ax$ for some real number $a$?
a.)
Using $V$, we get $frac{d}{dt}V=2xx'+2yy'$
Plugging in our system , we get:
$$frac{d}{dt}V=2x(-x^3-xy^{2k})+2y(-y^3-x^{2k}y)$$
$$=-(x^4+y^4)-x^2y^{2k}-x^{2k}y^2<0$$
I dropped the $2$ since it doesn't matter to determine stability. We see that our own equilibrium is $(0,0)$ since setting $x'=0$ we get
$$y^{2k}=-x^2$$
Which only works for $x=y=0$
Therefore our system is asymptotically stable at the origin.
I am having trouble with b.), mostly because the hint is confusing me.
Let $y=ax$, then our system becomes
$$x'=-x^3-a^2x^3=-x^3(1+a^2)$$
$$y'=-a^3x^3-ax^3=-ax^3(1+a^2)$$
I am not sure what to do with this. Using linearization doesn't work since the Jacobian will be the zero vector at the point of interest. I have never had a problem that asks to draw a phase portrait when linearization doesn't work, so I am hoping someone more clever than me can offer some advice.
ordinary-differential-equations stability-in-odes lyapunov-functions
$endgroup$
add a comment |
$begingroup$
Consider the system
$$x' = -x^3-xy^{2k}$$
$$y' = -y^3-x^{2k}y$$
Where $k$ is a given positive integer.
a.) Find and classify according to stability the equilibrium solutions.
$it{Hint:}$ Let $V(x,y) = x^2 + y^2$
b.) Sketch a phase portrait when $k = 1$
$it{Hint:}$ What are $x'$ and $y'$ when $y=ax$ for some real number $a$?
a.)
Using $V$, we get $frac{d}{dt}V=2xx'+2yy'$
Plugging in our system , we get:
$$frac{d}{dt}V=2x(-x^3-xy^{2k})+2y(-y^3-x^{2k}y)$$
$$=-(x^4+y^4)-x^2y^{2k}-x^{2k}y^2<0$$
I dropped the $2$ since it doesn't matter to determine stability. We see that our own equilibrium is $(0,0)$ since setting $x'=0$ we get
$$y^{2k}=-x^2$$
Which only works for $x=y=0$
Therefore our system is asymptotically stable at the origin.
I am having trouble with b.), mostly because the hint is confusing me.
Let $y=ax$, then our system becomes
$$x'=-x^3-a^2x^3=-x^3(1+a^2)$$
$$y'=-a^3x^3-ax^3=-ax^3(1+a^2)$$
I am not sure what to do with this. Using linearization doesn't work since the Jacobian will be the zero vector at the point of interest. I have never had a problem that asks to draw a phase portrait when linearization doesn't work, so I am hoping someone more clever than me can offer some advice.
ordinary-differential-equations stability-in-odes lyapunov-functions
$endgroup$
add a comment |
$begingroup$
Consider the system
$$x' = -x^3-xy^{2k}$$
$$y' = -y^3-x^{2k}y$$
Where $k$ is a given positive integer.
a.) Find and classify according to stability the equilibrium solutions.
$it{Hint:}$ Let $V(x,y) = x^2 + y^2$
b.) Sketch a phase portrait when $k = 1$
$it{Hint:}$ What are $x'$ and $y'$ when $y=ax$ for some real number $a$?
a.)
Using $V$, we get $frac{d}{dt}V=2xx'+2yy'$
Plugging in our system , we get:
$$frac{d}{dt}V=2x(-x^3-xy^{2k})+2y(-y^3-x^{2k}y)$$
$$=-(x^4+y^4)-x^2y^{2k}-x^{2k}y^2<0$$
I dropped the $2$ since it doesn't matter to determine stability. We see that our own equilibrium is $(0,0)$ since setting $x'=0$ we get
$$y^{2k}=-x^2$$
Which only works for $x=y=0$
Therefore our system is asymptotically stable at the origin.
I am having trouble with b.), mostly because the hint is confusing me.
Let $y=ax$, then our system becomes
$$x'=-x^3-a^2x^3=-x^3(1+a^2)$$
$$y'=-a^3x^3-ax^3=-ax^3(1+a^2)$$
I am not sure what to do with this. Using linearization doesn't work since the Jacobian will be the zero vector at the point of interest. I have never had a problem that asks to draw a phase portrait when linearization doesn't work, so I am hoping someone more clever than me can offer some advice.
ordinary-differential-equations stability-in-odes lyapunov-functions
$endgroup$
Consider the system
$$x' = -x^3-xy^{2k}$$
$$y' = -y^3-x^{2k}y$$
Where $k$ is a given positive integer.
a.) Find and classify according to stability the equilibrium solutions.
$it{Hint:}$ Let $V(x,y) = x^2 + y^2$
b.) Sketch a phase portrait when $k = 1$
$it{Hint:}$ What are $x'$ and $y'$ when $y=ax$ for some real number $a$?
a.)
Using $V$, we get $frac{d}{dt}V=2xx'+2yy'$
Plugging in our system , we get:
$$frac{d}{dt}V=2x(-x^3-xy^{2k})+2y(-y^3-x^{2k}y)$$
$$=-(x^4+y^4)-x^2y^{2k}-x^{2k}y^2<0$$
I dropped the $2$ since it doesn't matter to determine stability. We see that our own equilibrium is $(0,0)$ since setting $x'=0$ we get
$$y^{2k}=-x^2$$
Which only works for $x=y=0$
Therefore our system is asymptotically stable at the origin.
I am having trouble with b.), mostly because the hint is confusing me.
Let $y=ax$, then our system becomes
$$x'=-x^3-a^2x^3=-x^3(1+a^2)$$
$$y'=-a^3x^3-ax^3=-ax^3(1+a^2)$$
I am not sure what to do with this. Using linearization doesn't work since the Jacobian will be the zero vector at the point of interest. I have never had a problem that asks to draw a phase portrait when linearization doesn't work, so I am hoping someone more clever than me can offer some advice.
ordinary-differential-equations stability-in-odes lyapunov-functions
ordinary-differential-equations stability-in-odes lyapunov-functions
edited 1 hour ago
hkj447
asked 2 hours ago
hkj447hkj447
978
978
add a comment |
add a comment |
2 Answers
2
active
oldest
votes
$begingroup$
Although there are many ways to do this, I suspect what the problem is guiding you towards doing is to obtain the flow directly by evaluating over every line that intersects the origin in phase space.
So for a sketch, you would draw the line $y = 0.1 x$, and use the expression you found above for $a = 0.1$ to determine the magnitude and direction of the flow on that line. Then try it for a couple of other different lines, and use common sense to fill in the rest.
$endgroup$
add a comment |
$begingroup$
Phase portraits - a partial offering
Below are phase portraits for $k=1,2,5$. The red lines indicate the null clines where $dot{y}=0$ and $dot{y}=0$.
$k = 1$
The linear system is
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{2} = -x left( x^{2} + y^{2} right) \
dot{y} &= -y^{3} - x^{2}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = frac{x dot{x} + y dot{y}}{r} = -r^{3} $$
The lone critical point is the origin.
When $y = a x$, $ainmathbb{R}$, we have
$$begin{align}
begin{split}
dot{x} &= -x^{3}left( 1 + a^{2} right) \
dot{y} &= -a y^{3}left( 1 + a^{2} right)
end{split}
end{align}$$
$k = 2$
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{4} = -x left( x^{2} + y^{4} right) \
dot{y} &= -y^{3} - x^{4}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = tfrac{1}{8} r^3 left(left(r^2-2right) cos (4 theta )-r^2-6right) $$
The bounding curves for $dot{r}$ are when $cos 4theta = 1$
$$dot{r} = -r^{3}$$
and when $cos 4theta = -1$
$$dot{r} = -tfrac{1}{4} r^3 left(r^2+2right)$$
The bounding curves cross at $r=sqrt{2}$. At no point is $dot{r}$ ever positive.
$endgroup$
add a comment |
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2 Answers
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2 Answers
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votes
$begingroup$
Although there are many ways to do this, I suspect what the problem is guiding you towards doing is to obtain the flow directly by evaluating over every line that intersects the origin in phase space.
So for a sketch, you would draw the line $y = 0.1 x$, and use the expression you found above for $a = 0.1$ to determine the magnitude and direction of the flow on that line. Then try it for a couple of other different lines, and use common sense to fill in the rest.
$endgroup$
add a comment |
$begingroup$
Although there are many ways to do this, I suspect what the problem is guiding you towards doing is to obtain the flow directly by evaluating over every line that intersects the origin in phase space.
So for a sketch, you would draw the line $y = 0.1 x$, and use the expression you found above for $a = 0.1$ to determine the magnitude and direction of the flow on that line. Then try it for a couple of other different lines, and use common sense to fill in the rest.
$endgroup$
add a comment |
$begingroup$
Although there are many ways to do this, I suspect what the problem is guiding you towards doing is to obtain the flow directly by evaluating over every line that intersects the origin in phase space.
So for a sketch, you would draw the line $y = 0.1 x$, and use the expression you found above for $a = 0.1$ to determine the magnitude and direction of the flow on that line. Then try it for a couple of other different lines, and use common sense to fill in the rest.
$endgroup$
Although there are many ways to do this, I suspect what the problem is guiding you towards doing is to obtain the flow directly by evaluating over every line that intersects the origin in phase space.
So for a sketch, you would draw the line $y = 0.1 x$, and use the expression you found above for $a = 0.1$ to determine the magnitude and direction of the flow on that line. Then try it for a couple of other different lines, and use common sense to fill in the rest.
answered 2 hours ago
aghostinthefiguresaghostinthefigures
1,4391318
1,4391318
add a comment |
add a comment |
$begingroup$
Phase portraits - a partial offering
Below are phase portraits for $k=1,2,5$. The red lines indicate the null clines where $dot{y}=0$ and $dot{y}=0$.
$k = 1$
The linear system is
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{2} = -x left( x^{2} + y^{2} right) \
dot{y} &= -y^{3} - x^{2}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = frac{x dot{x} + y dot{y}}{r} = -r^{3} $$
The lone critical point is the origin.
When $y = a x$, $ainmathbb{R}$, we have
$$begin{align}
begin{split}
dot{x} &= -x^{3}left( 1 + a^{2} right) \
dot{y} &= -a y^{3}left( 1 + a^{2} right)
end{split}
end{align}$$
$k = 2$
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{4} = -x left( x^{2} + y^{4} right) \
dot{y} &= -y^{3} - x^{4}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = tfrac{1}{8} r^3 left(left(r^2-2right) cos (4 theta )-r^2-6right) $$
The bounding curves for $dot{r}$ are when $cos 4theta = 1$
$$dot{r} = -r^{3}$$
and when $cos 4theta = -1$
$$dot{r} = -tfrac{1}{4} r^3 left(r^2+2right)$$
The bounding curves cross at $r=sqrt{2}$. At no point is $dot{r}$ ever positive.
$endgroup$
add a comment |
$begingroup$
Phase portraits - a partial offering
Below are phase portraits for $k=1,2,5$. The red lines indicate the null clines where $dot{y}=0$ and $dot{y}=0$.
$k = 1$
The linear system is
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{2} = -x left( x^{2} + y^{2} right) \
dot{y} &= -y^{3} - x^{2}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = frac{x dot{x} + y dot{y}}{r} = -r^{3} $$
The lone critical point is the origin.
When $y = a x$, $ainmathbb{R}$, we have
$$begin{align}
begin{split}
dot{x} &= -x^{3}left( 1 + a^{2} right) \
dot{y} &= -a y^{3}left( 1 + a^{2} right)
end{split}
end{align}$$
$k = 2$
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{4} = -x left( x^{2} + y^{4} right) \
dot{y} &= -y^{3} - x^{4}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = tfrac{1}{8} r^3 left(left(r^2-2right) cos (4 theta )-r^2-6right) $$
The bounding curves for $dot{r}$ are when $cos 4theta = 1$
$$dot{r} = -r^{3}$$
and when $cos 4theta = -1$
$$dot{r} = -tfrac{1}{4} r^3 left(r^2+2right)$$
The bounding curves cross at $r=sqrt{2}$. At no point is $dot{r}$ ever positive.
$endgroup$
add a comment |
$begingroup$
Phase portraits - a partial offering
Below are phase portraits for $k=1,2,5$. The red lines indicate the null clines where $dot{y}=0$ and $dot{y}=0$.
$k = 1$
The linear system is
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{2} = -x left( x^{2} + y^{2} right) \
dot{y} &= -y^{3} - x^{2}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = frac{x dot{x} + y dot{y}}{r} = -r^{3} $$
The lone critical point is the origin.
When $y = a x$, $ainmathbb{R}$, we have
$$begin{align}
begin{split}
dot{x} &= -x^{3}left( 1 + a^{2} right) \
dot{y} &= -a y^{3}left( 1 + a^{2} right)
end{split}
end{align}$$
$k = 2$
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{4} = -x left( x^{2} + y^{4} right) \
dot{y} &= -y^{3} - x^{4}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = tfrac{1}{8} r^3 left(left(r^2-2right) cos (4 theta )-r^2-6right) $$
The bounding curves for $dot{r}$ are when $cos 4theta = 1$
$$dot{r} = -r^{3}$$
and when $cos 4theta = -1$
$$dot{r} = -tfrac{1}{4} r^3 left(r^2+2right)$$
The bounding curves cross at $r=sqrt{2}$. At no point is $dot{r}$ ever positive.
$endgroup$
Phase portraits - a partial offering
Below are phase portraits for $k=1,2,5$. The red lines indicate the null clines where $dot{y}=0$ and $dot{y}=0$.
$k = 1$
The linear system is
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{2} = -x left( x^{2} + y^{2} right) \
dot{y} &= -y^{3} - x^{2}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = frac{x dot{x} + y dot{y}}{r} = -r^{3} $$
The lone critical point is the origin.
When $y = a x$, $ainmathbb{R}$, we have
$$begin{align}
begin{split}
dot{x} &= -x^{3}left( 1 + a^{2} right) \
dot{y} &= -a y^{3}left( 1 + a^{2} right)
end{split}
end{align}$$
$k = 2$
$$begin{align}
begin{split}
dot{x} &= -x^{3} - xy^{4} = -x left( x^{2} + y^{4} right) \
dot{y} &= -y^{3} - x^{4}y = -y left( x^{2} + y^{2} right)
end{split}
end{align}$$
$$ dot{r} = tfrac{1}{8} r^3 left(left(r^2-2right) cos (4 theta )-r^2-6right) $$
The bounding curves for $dot{r}$ are when $cos 4theta = 1$
$$dot{r} = -r^{3}$$
and when $cos 4theta = -1$
$$dot{r} = -tfrac{1}{4} r^3 left(r^2+2right)$$
The bounding curves cross at $r=sqrt{2}$. At no point is $dot{r}$ ever positive.
edited 50 mins ago
answered 1 hour ago
dantopadantopa
6,76442345
6,76442345
add a comment |
add a comment |
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