Unique soultion of a set of nonlinear differential equations.

In summary, an attempt to answer the question of whether or not a given set of nonlinear coupled differential equations will have a unique solution set can be difficult, as the integration constants in the equations may come in a way that a complete answer may not be possible.
  • #1
arroy_0205
129
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Is there any theorem or result which tells us whether a given set of nonlinar coupled differential equation (ordinary/partial) will have unique solution set? I need to know the answer for a second order ODE set. I understand there may be some difficulty since in this case the integration constants may come in such a way that a complete answer to this question may not be possible, but how far can one go?
 
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  • #2
The solution to a given set of differential equations is NEVER unique. The solution to a set of differential equations, satisfying a given additional conditions may be unique.

In particular, the usual "existence and uniqueness" theorem is this: If (t0,X0) is a point in Rn+1 (that is, t0 is a real number, X0 is a vector in Rn) and, in some neighborhood of (t0,X0), F(t, X), where t is a real number and X is a function with values in Rn, is continuous in both variables and satisfies a "Lischitz condition" (see below) in X, then there exist a unique solution to dX/dt= F(t,X) in some neighborhood of (t0, X0). Since X(t) is in Rn so is dX/dt and so must be F(t,X). If you write each component of F(t,X) as fn(t, X), you have the system of equations dXn/dt= fn(t, x1, x2, ...xn). Requiring that they satisfy X(t0)= X0 means that the values of all the xn must be given at the same Xn, what is called an "initial value problem".

Second or higher order problems can be handled in the same way by defining xn+1[/sup]= dx1/dt, xn+2= dx2/dt, etc. so that each second derivative becomes a the first derivative of a new variable and you have a 2n first order equations.

If you are not given all the values at the same t0 (i.e. not an "initial value problem") then the question is much harder.

For example, the differential equation [itex]d^2x/dt^2= -x[/itex] has the general solution x(t)= C1cos(t)+ C2sin(t) and it is easy to find a unique solution for the initial value problem y(0)= A, y'(0)= B for any numbers A or B. On the other hand, there exist an infinite number of solutions to that equation that satisfy y(0)= 0, y([itex]\pi[/itex])= 0 while there is NO solution to that equation satisfying y(0)= 0, y([itex]\pi[/itex])= 1.
 
  • #3
Thanks for your clarifications.
Actually I saw in a paper the author deals with three variables: m(x), n(x) and V(m). Now he had three differential equations involving m'(x), m"(x), n(x)^2 and dV/dm. This was not an initial/boundary value problem. Just the functional forms for the dependent variables were needed. Now he had shown that for different choices of m(x), he could get different sets for n(x) and V(m). While reading this the question I had posed came to my mind--i.e., can we say how many functional forms of the solutions are possible?
Your answer was from a different point of view. But there was something for me to learn. Thanks for answering. If you have any comment on the detailed version of the problem I have given here, please write that also.
 

Related to Unique soultion of a set of nonlinear differential equations.

1. What is a unique solution of a set of nonlinear differential equations?

A unique solution of a set of nonlinear differential equations refers to the single solution that satisfies all the given equations and initial conditions. It is the only possible solution for the given set of equations.

2. How is a unique solution of a set of nonlinear differential equations different from a general solution?

A general solution provides a family of solutions that can satisfy the given set of equations, while a unique solution gives the specific solution that satisfies all the equations and initial conditions.

3. Can a set of nonlinear differential equations have multiple unique solutions?

No, a set of nonlinear differential equations can only have one unique solution. This is because the uniqueness of a solution is determined by the given equations and initial conditions, and these cannot be satisfied by more than one solution.

4. What is the role of initial conditions in determining a unique solution of a set of nonlinear differential equations?

The initial conditions play a crucial role in determining a unique solution of a set of nonlinear differential equations. They provide the starting point for the solution and help in narrowing down the possible solutions to a single unique solution.

5. Are there any methods to find the unique solution of a set of nonlinear differential equations?

Yes, there are various numerical methods that can be used to find the unique solution of a set of nonlinear differential equations. These include the Runge-Kutta method, the Euler method, and the Newton's method. These methods involve breaking down the equations into smaller steps and solving them iteratively to find the unique solution.

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