Determining Solution Space for Cauchy Problem ($u_t+xu_x=(x+t)u$)

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In summary: Confused)Ah, I see... (Nod)Btw, those intervals should include the boundaries, shouldn't they? (Wondering)Yes, they should.
  • #1
evinda
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Hello! (Wave)

I want to find the solution of the following Cauchy problem and determine the space in $\mathbb{R}^2$ where the initial condition defines the solution.$$u_t+xu_x=(x+t)u, u|_{t=0}=\phi(x), x \in [0,1] \cup [2,3].$$

($\phi(x)$ arbitrary smooth function)

I have tried the following:

We need to solve the following two problems.

$$\frac{dx}{dt}=x, x|_{t=0}=x_0 \\ \frac{du}{dt}=(x+t)u, u|_{t=0}=\phi(x)$$

We get that $x(t)=x_0 e^t$ and $u(t,x)=\phi(xe^{-t}) e^{x(1-e^{-t})+\frac{t^2}{2}}$.

Am I right?

But how can we determine the space in $\mathbb{R}^2$ where the initial condition defines the solution?The initial condition $x \in [0,1] \cup [2,3]$ given holds for the case when $t=0$, or not?

If so, do we use this condition to find the desired space?

From $0 \leq x_0 \leq 1$ we get that $0 \leq x \leq e^t$ and from $2 \leq x_0 \leq 3$ we get that $2e^t \leq x \leq 3e^t$, right? Does this help? (Thinking)
 
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  • #2
evinda said:
We need to solve the following two problems.

$$\frac{dx}{dt}=x, x|_{t=0}=x_0 \\ \frac{du}{dt}=(x+t)u, u|_{t=0}=\phi(x)$$

We get that $x(t)=x_0 e^t$ and $u(t,x)=\phi(xe^{-t}) e^{x(1-e^{-t})+\frac{t^2}{2}}$.

Am I right?

Hey evinda!

It looks correct to me.
That is, substituting it into the original equation shows that it's a solution.

Btw, how did you get to that solution? (Wondering)
I do not recognize the method.

evinda said:
But how can we determine the space in $\mathbb{R}^2$ where the initial condition defines the solution?

The initial condition $x \in [0,1] \cup [2,3]$ given holds for the case when $t=0$, or not?

If so, do we use this condition to find the desired space?

From $0 \leq x_0 \leq 1$ we get that $0 \leq x \leq e^t$ and from $2 \leq x_0 \leq 3$ we get that $2e^t \leq x \leq 3e^t$, right? Does this help? (Thinking)

The solution for $u(t,x)$ that you have is well-defined iff $\phi(xe^{-t})$ is well-defined.
And you have already found where that is.

Graphing it shows:
[DESMOS]advanced: {"version":5,"graph":{"squareAxes":false,"viewport":{"xmin":-0.25,"ymin":-2.2,"xmax":4.5,"ymax":2.2}},"expressions":{"list":[{"id":"graph1","type":"expression","latex":"0\\le x\\le e^{y}","color":"#2d70b3"},{"id":"2","type":"expression","latex":"2e^{y}\\le x\\le3e^{y}","color":"#2d70b3"}]}}[/DESMOS]

So I believe you already have the solution! (Happy)
 
  • #3
I like Serena said:
Hey evinda!

It looks correct to me.
That is, substituting it into the original equation shows that it's a solution.

Btw, how did you get to that solution? (Wondering)
I do not recognize the method.

I used the method of characteristics.
I like Serena said:
The solution for $u(t,x)$ that you have is well-defined iff $\phi(xe^{-t})$ is well-defined.
And you have already found where that is.

Graphing it shows:So I believe you already have the solution! (Happy)

So the solution is defined for $(x,t) \in (0,e^t) \cup (2e^t, 3e^t) \times \mathbb{R}$, right? (Thinking)
 
  • #4
evinda said:
I used the method of characteristics.

I see. (Thinking)
Yep. I get the same result.

evinda said:
So the solution is defined for $(x,t) \in (0,e^t) \cup (2e^t, 3e^t) \times \mathbb{R}$, right?

I'm afraid that is bad notation. (Worried)
$(0,e^t) \cup (2e^t, 3e^t) \times \mathbb{R}$ is only a set for a specific $t$.
And if we pick a specific $t$, we get a rectangular set, don't we? (Wondering)
 
  • #5
I like Serena said:
I'm afraid that is bad notation. (Worried)
$(0,e^t) \cup (2e^t, 3e^t) \times \mathbb{R}$ is only a set for a specific $t$.
And if we pick a specific $t$, we get a rectangular set, don't we? (Wondering)

Ok... But how else could we write down the space ? (Thinking)
 
  • #6
evinda said:
Ok... But how else could we write down the space ?

How about using set builder notation:
$$\{(x,t)\in \mathbb R^2 \mid x\in [0,e^t]\cup [2e^t,3e^t]\}$$
or:
$$\{(x,t)\in \mathbb R^2 \mid 0 \le x \le e^t \ \lor\ 2e^t \le x \le 3e^t\}$$
(Wondering)

Btw, those intervals should include the boundaries, shouldn't they? (Wondering)
 
  • #7
I like Serena said:
How about using set builder notation:
$$\{(x,t)\in \mathbb R^2 \mid x\in [0,e^t]\cup [2e^t,3e^t]\}$$
or:
$$\{(x,t)\in \mathbb R^2 \mid 0 \le x \le e^t \ \lor\ 2e^t \le x \le 3e^t\}$$
(Wondering)

Ah, I see... (Nod)

I like Serena said:
Btw, those intervals should include the boundaries, shouldn't they? (Wondering)

You mean because I wrote $x\in (0,e^t)\cup (2e^t,3e^t)$ ? (Thinking)
 
  • #8
evinda said:
You mean because I wrote $x\in (0,e^t)\cup (2e^t,3e^t)$ ?

Yes, that notation explicitly excludes the boundaries.
But in the OP the boundaries were included. (Thinking)
 
  • #9
I like Serena said:
Yes, that notation explicitly excludes the boundaries.
But in the OP the boundaries were included. (Thinking)

Yes, that's right... Thanks a lot! (Smirk)
 

1. What is the "space of solution" in scientific research?

The "space of solution" refers to the set of all possible solutions or outcomes for a particular problem or question in scientific research. It is the range of potential solutions that scientists explore and evaluate in order to find the most accurate and reliable answer.

2. How do scientists determine the space of solution?

Scientists determine the space of solution by conducting thorough research, experimentation, and analysis. This involves gathering data, formulating hypotheses, and testing them through various methods to narrow down the potential solutions and identify the most likely one.

3. Why is it important to determine the space of solution in scientific research?

Determining the space of solution is crucial in scientific research because it allows scientists to systematically explore and evaluate all possible solutions to a problem in order to find the most accurate and reliable answer. This helps to ensure that their conclusions and findings are supported by evidence and are not based on biased or limited perspectives.

4. Can the space of solution change over time?

Yes, the space of solution can change over time as new information, technologies, and discoveries are made. As scientific research progresses and evolves, the potential solutions to a problem may expand or shift, leading to a different understanding or conclusion.

5. How does the space of solution impact the validity of a scientific study?

The space of solution plays a critical role in determining the validity of a scientific study. A thorough and comprehensive exploration of all potential solutions helps to ensure that the conclusions drawn from the study are well-supported and accurate. On the other hand, a limited or biased space of solution can lead to flawed or unreliable conclusions.

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