Existence and uniqueness of differential solution, help?

In summary: And the domain of the partial derivates would be the interval from t0 to 3? And the domain of the maximum interval would be the interval from t0 to 5? Ok so in summary, the domain for x(t) would be: (t0,t+2), (t0,3), (t0,5)
  • #1
Lengalicious
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Ok so ill give an example, x'(t) = log(3t(x(t)-2)) is differential equation where t0 = 3 and x0 = 5
The initial value problem is x(t0) = x0.

So what i'de do is plug into initial value problem to get x(3) = 5, so on a graph this plot would be at (5,3)? Then plop conditions into differential equation so: x'(3) = log(3*3(5 - 2)) = 1.43 which would be at a plot (1.43,3)? So x'(3) < x(3), does this mean that the solution is unique for all t? If so, why is this? Just want to understand 100%.
 
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  • #2
I am confused as to what you are saying.
"Ok so ill give an example, x'(t) = log(3t(x(t)-2)) is solution to equation where t0 = 3 and x0 = 5".

x'(t)= ... is NOT a "solution" to a differential equation, it is a differential equation. Or do you mean to say that x(t)= log(4t(x(t)- 2)) is a solution to some unknown differential equation? Then whether or not that equation is unique depends upon exactly what the differential equation is.
 
  • #3
Ok, yes my mistake its a differential equation i guess? This is where I myself am confused =/. If its a differential equation then how do you find out whether it has a unique solution or not?
 
  • #4
If dx/dt=f(x,t), and both f and the partial of f w.r.t. x are continuous in some region about your initial point then then exists a unique solution of the initial value problem in some region containing that initial point. This is a local property. The proof is dependent upon finding a sequence of solutions via Picard iteration which converges to the unique solution. You can find this proof in any introductory ode text.
 
  • #5
Lengalicious said:
Ok so ill give an example, x'(t) = log(3t(x(t)-2)) is differential equation where t0 = 3 and x0 = 5
The initial value problem is x(t0) = x0.

So what i'de do is plug into initial value problem to get x(3) = 5, so on a graph this plot would be at (5,3)? Then plop conditions into differential equation so: x'(3) = log(3*3(5 - 2)) = 1.43 which would be at a plot (1.43,3)? So x'(3) < x(3), does this mean that the solution is unique for all t? If so, why is this? Just want to understand 100%.
You must interpret x'(3) as the slope of the tangent at your first point, so you'd draw
x(3+s) approx x(3)+x'(3)s = 5+1.43 s for small s. Then you continue from that point. This gives you an idea of the solution, not very accurate though. It is called Euler's method, but it can be refined to give an existence and uniqueness proof, if you make appropriate assumption about the differential equation.
 
  • #6
Ok, I sort of get it but still slightly confused, an exact question I have is: In the following case:

x'(t) = log(3t(x(t)-2)), where t0 = 3 and x0 = 5

Does the theorem of existence and unicity guarantee an existence of a solution for the initial value problem x(t0) = x0? Justify your answer.

What would your answer be to this? Would help me understand if I got a model answer.
 
  • #7
Lengalicious said:
Ok, I sort of get it but still slightly confused, an exact question I have is: In the following case:

x'(t) = log(3t(x(t)-2)), where t0 = 3 and x0 = 5

Does the theorem of existence and unicity guarantee an existence of a solution for the initial value problem x(t0) = x0? Justify your answer.

What would your answer be to this? Would help me understand if I got a model answer.

This belongs in the homework section:
https://www.physicsforums.com/showthread.php?t=88061
 
  • #9
Ok thanks

EDIT: Wow yeh that link you gave is incredibly useful, thanks a lot =)
 
  • #10
In this case where the differential equation is dx/dt = √x , I understand that to get the intervals is easy because x is independant from t so t would belong to all real numbers and x would be ≥ 0, but in the example I have given I don't understand how to get the interval since x(t) is within the function?

EDIT: basically how do i find the domain of the function in the original differential equation posted.

And just to straighten my understanding out, I find the domain of the functions variables, then the domain of the partial derivates , then consider maximum interval that fullfills both requirements and compare to the initial condition to consider whether a unique solution exists or not.

EDIT: Ok I think i got it, so i use intial condition to figure out x(t) in this case i think x(t) = t+2, so would the domain of the function be x belongs to ℝ and t ≠ 0, then for the partial derivative = 2/t where domain is t ≠ 0. so initial condition has to satisfy t ≠ 0 for there to be unique solution? Due to common subset of t ≠ 0, initial value condition shows that t0 = 3 and therefore belongs to common interval so a unique solution exists?
 
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  • #11
Can anyone let me know if what i said was correct? I am confused as how to find the domain of f(x,t) because the function contains x(t) and t, so what's the domain for x and what's the domain for t? I was thinking t ≠ 0 and x ≠ 0 because their both inside the log funct.
 

1. What does it mean for a differential equation to have a unique solution?

When we say that a differential equation has a unique solution, it means that there is only one possible function that satisfies the equation and its initial conditions. This means that if we were to graph the solution, it would not intersect with any other solution.

2. Why is it important for a differential equation to have a unique solution?

The existence and uniqueness of a solution is important because it allows us to make precise predictions and calculations based on the initial conditions of the equation. Without a unique solution, there would be multiple possible outcomes, making it difficult to determine the most accurate solution.

3. What are the conditions for a differential equation to have a unique solution?

The conditions for a differential equation to have a unique solution include having continuous coefficients and initial conditions, as well as being linear and homogeneous. Nonlinear or non-homogeneous equations may have multiple solutions or no solution at all.

4. How can we prove the existence and uniqueness of a solution for a differential equation?

To prove the existence and uniqueness of a solution, we can use mathematical theorems such as the Picard-Lindelöf theorem or the Cauchy-Kowalevski theorem. These theorems provide conditions under which a unique solution can be guaranteed.

5. Are there any cases where a differential equation may not have a unique solution?

Yes, there are cases where a differential equation may not have a unique solution. These include non-continuous coefficients or initial conditions, as well as non-linear or non-homogeneous equations. In these cases, there may be multiple solutions or no solution at all.

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