Existence and uniqueness

So, in summary, the existence and uniqueness theorem states that for a differential equation in the form of $\frac{dy}{dx} = f(x,y)$ with a given initial condition, there exists a unique solution as long as $f(x,y)$ is Lipschitz continuous in $y$ and continuous in $x$. The given equation, $2xy^2$, is continuous in $x$ but not Lipschitz continuous in $y$, so it is not guaranteed to have a unique solution. However, on any finite interval containing $x_0$, a unique solution exists. The point $y(x_0)=y_0$ is the initial condition that is used to determine the specific solution.
  • #1
find_the_fun
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Given \(\displaystyle \frac{dy}{dx} =2xy^2\) and the point \(\displaystyle y(x_0)=y_0\) what does the existence and uniqueness theorem (the basic one) say about the solutions?

1) \(\displaystyle 2xy^2\) is continuous everywhere. Therefore a solution exists everywhere
2) \(\displaystyle \frac{\partial }{\partial y} (2xy^2) = 4xy\) which is continuous everywhere. Therefore the solution is unique everywhere.

Is this all? What does the point \(\displaystyle y(x_0)=y_0\) have to do with it? I actually couldn't find any fully worked examples of the existence and uniqueness theorem. Is there a way I should be writing the answers that is more mathy?
 
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  • #2
find_the_fun said:
Given \(\displaystyle \frac{dy}{dx} =2xy^2\) and the point \(\displaystyle y(x_0)=y_0\) what does the existence and uniqueness theorem (the basic one) say about the solutions?

1) \(\displaystyle 2xy^2\) is continuous everywhere. Therefore a solution exists everywhere.

Actually not. $f(x,y)$ must be Lipschitz continuous in $y$ and continuous in $x$ in order to guarantee existence and uniqueness. $f(x,y)=2xy^2$ is continuous in $x$, but it is not Lipschitz continuous in $y$. Now, it is locally Lipschitz continuous in $y$; if you wanted to argue that on any finite interval containing $x_0$ there exists a unique solution, you'd be on solid ground.
 

1. What is the meaning of "existence and uniqueness" in science?

"Existence and uniqueness" refers to the properties of a mathematical or scientific solution. It means that a solution exists for a given problem and that it is the only possible solution.

2. Why is "existence and uniqueness" important in scientific research?

Understanding the existence and uniqueness of solutions is important because it allows researchers to confirm the validity and accuracy of their findings. It also helps to ensure that there is only one correct answer to a problem, making it easier to compare results and draw conclusions.

3. How do scientists determine the existence and uniqueness of a solution?

Scientists use various mathematical and scientific methods to determine the existence and uniqueness of a solution. These methods may include analytical or numerical techniques, depending on the complexity of the problem.

4. Can a solution have both existence and uniqueness, or is it one or the other?

A solution can have both existence and uniqueness. This means that the solution exists and is the only possible solution for a given problem. However, it is also possible for a solution to have only one of these properties, meaning that it exists but is not unique, or that it is unique but does not exist.

5. What are some real-world applications of "existence and uniqueness" in science?

"Existence and uniqueness" have many applications in science, including in fields such as physics, chemistry, and engineering. For example, in physics, the existence and uniqueness of solutions are essential for understanding the behavior of physical systems and predicting their future state. In chemistry, it is important for determining the properties of chemical compounds and reactions. And in engineering, it is necessary for designing and optimizing systems and structures.

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