Uniqueness Theorem: Qualitative Example of 1st Order Linear DE

In summary, the uniqueness theorem of a first order linear differential equation states that if the equation is well-behaved and Lipschitz in a given neighborhood, it will have a unique solution for specific initial conditions. This theorem can also be extended to higher order equations by transforming them into first order vector equations. It is important to note that this theorem does not guarantee a unique solution for any initial conditions, but rather for specific given initial conditions.
  • #1
JaredPM
20
0
Can someone give me a qualitative example of the uniqueness theorem of a first order linear differential equation? I have read the definition, but I am not 100% positive of what it means in regards to an initial value problem.
Im confused about what a unique solution is when/if you change the initial value. Would it not have many different solutions?
 
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  • #2
Yes, of course if you change the initial conditions, you will have different solutions! What the "existance and uniqueness" theorem for initial value problems says is that a given (well behaved) differential equation, with specific initial conditions will have a unique solution.

Specifically, the basic "existance and uniqueness theorem" for first order equations, as given in most introductory texts, says
"If f(x, y) is continuous in x and y and "Lipschitz" in y in some neighborhood of [itex](x_0, y_0)[/itex] then the differential equation dy/dx= f(x,y) with initial value [itex]y(x_0)= y_0[/itex] has a unique solution in some neighborhood of [itex]x_0[/itex]".

(A function, f(x), is said to be "Lipschitz" in x on a neighborhood if there exists some constant C so that |f(x)- f(y)|< C|x- y| for all x and y in that neighborhood. One can show that all functions that are differentiable in a given neighborhood are Lipschitz there so many introductory texts use "differentiable" as a sufficient but not necessary condition.)

We can extend that to higher order equations, for example [itex]d^2y/dx^2= f(x, y, dy/dx)[/itex] by letting u= dy/dx and writing the single equation as two first order equations, dy/dx= u and du/dx= f(x, y, u). We can then represent those equations as a single first order vector equation by taking [itex]V= <y, u>[/itex] so that [itex]dV/dx= <dy/dx, du/dx>= <u, f(x,y,u)>[/itex]. Of course, we now need a condition of the form [itex]V(x_0)= <y(x_0), u(x_0)>[itex] is given which means that we must be given values of y and its derivative at the same value of [itex]x_0[/itex], not two different values.

For example, the very simple equation [itex]d^2y/dx^2+ y= 0[/itex] with the boundary values y(0)= 0, [itex]y'(\pi/2)= 0[/itex] does NOT have a unique solution.

Again, the basic "existance and uniqueness theorem" for intial value problems does NOT say that there exist a unique solution to a differential equation that will work for any initial conditions. It says that there exists a unique solution that will match specific given initial conditions.
 

FAQ: Uniqueness Theorem: Qualitative Example of 1st Order Linear DE

1. What is the Uniqueness Theorem for 1st Order Linear Differential Equations?

The Uniqueness Theorem states that for a given 1st order linear differential equation with initial conditions, there can only be one unique solution. This means that if two different solutions are found, they must be equivalent.

2. How is the Uniqueness Theorem applied in real-life situations?

The Uniqueness Theorem is commonly used in physics, engineering, and other scientific fields to verify the validity of a solution to a 1st order linear differential equation. It ensures that the solution obtained is the only possible solution for the given initial conditions.

3. Can the Uniqueness Theorem be applied to nonlinear differential equations?

No, the Uniqueness Theorem only applies to 1st order linear differential equations. Nonlinear equations do not have a unique solution, and multiple solutions can exist for the same initial conditions.

4. What is a qualitative example of the Uniqueness Theorem for 1st Order Linear DE?

A qualitative example of the Uniqueness Theorem can be seen in the growth and decay of radioactive elements. The rate of decay of these elements can be modeled using a 1st order linear differential equation, and the Uniqueness Theorem ensures that there is only one possible solution for the decay rate given a specific initial amount of the element.

5. How does the Uniqueness Theorem differ from the Existence Theorem for Differential Equations?

The Uniqueness Theorem guarantees that there is only one solution to a 1st order linear differential equation with a given set of initial conditions. The Existence Theorem, on the other hand, ensures that a solution exists for a given differential equation and initial conditions. In other words, the Uniqueness Theorem guarantees a unique solution, while the Existence Theorem guarantees the existence of a solution.

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