Solving Non-Linear ODE's with Constant Coefficients

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In summary, there is a general analytic method to solve non-linear differential equations with constant coefficients, including the Riccati equation. However, for equations with a polynomial of degree five or higher, an analytic solution may not exist due to Abel's impossibility theorem. In some specific cases, an analytic solution may still be found if the polynomial can be fully factored. The use of tools like Maple 9 can help in solving these equations.
  • #1
MathNerd
I know that there is a general analytic method to solve the following non-linear differential equation

[tex]
\frac {dy} {dx} = ay^2 + by + c
[/tex]

… where a, b and c are constants. It is just a Riccati equation generalized to constant coefficients. I am wondering if there is a analytic method to solve the following non-linear differential equation where a, b, c and d are constants…

[tex]
\frac {dy} {dx} = ay^3 + by^2 + cy + d
[/tex]

Thanks in advanced.
 
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  • #2
Found something extra...

Actually I have found the answer and something extra that is quite interesting. The extra thing I have discovered tells us about the solvability of such differential equations…

Consider the general differential equation below, which the differential equations in my first post are just specific cases off…

[tex]
\frac {dy} {dx} = \sum_{n=0}^k a_{n} y^{n}
[/tex]

The right hand side of the equation is a polynomial of kth degree in y with constant coefficients a_n. Let’s say we know the zeroes of the polynomial so we can rewrite it as…

[tex]
\frac {dy} {dx} = \prod_{n=1}^k ( y - r_{n} )
[/tex]

where r_n are the zeroes of the polynomial. Rearranging and using the method of partial fractions we arrive at the following…

[tex]
\frac {dy} {dx} \prod_{n=1}^k \frac {1} {y - r_{n}} = 1
[/tex]

[tex]
\frac {dy} {dx} \sum_{n=1}^k \frac {p_{n}} {y - r_{n}} = 1
[/tex]

where the numbers p_n only depend on the zeroes of the polynomial and therefore are constant. We can integrate the equation and after some manipulation arrive at the following…

[tex]
dy \sum_{n=1}^k \frac {p_{n}} {y - r_{n}} = dx
[/tex]

[tex]
\int dy \sum_{n=1}^k \frac {p_{n}} {y - r_{n}} = \int dx
[/tex]

[tex]
\sum_{n=1}^k p_{n} ln(y - r_{n}) = x + C
[/tex]

[tex]
ln( \prod_{n=1}^k (y - r_{n})^{p_{n}} ) = x + C[/tex]

[tex]
\prod_{n=1}^k (y - r_{n})^{p_{n}} = e^{x+C}
[/tex]

where C is the constant of integration. We can now see that the solution, y, depends on the roots r_n (even p_n depends on the roots). So we can say that if we know the roots of the polynomial in y we can solve the differential equation. There are general methods of finding the roots of polynomial equations upto order four, quartic equations, so it can be stated that if the polynomial in y is of order four or below the differential equation can be solved. What about higher orders? Well we can’t hope to find an analytic solution if the polynomial in y is of order five or higher. If we could find an analytic solution that means we would know the roots of the polynomial and would have done it in a finite number of operations. But this is a violation of Abel’s impossibility theorem, which states that the roots of a polynomial of order five or higher cannot be found by a finite number of operations. So in conclusion if the order of the polynomial in y is less than five then an analytic solution can be found, otherwise an analytic solution does not exist.
 
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  • #3
Neat! But an analytic solution MAY exist for degree 5 and higher, it doesn't just GENERALLY exist. God is in the details!
 
  • #4
Originally posted by selfAdjoint
Neat! But an analytic solution MAY exist for degree 5 and higher, it doesn't just GENERALLY exist. God is in the details!

Yes you are quite right. An analytic solution exists if the polynomial in y can be fully factored, in general quintic and higher order polynomial equations cannot be fully factored but there are some specific cases where they can be.
 
  • #5
The general solution

Well, guys;
Look what Maple 9 says (see the attachment AbelConst.gif).
So, if you can determine the integral (use Maple 9 for it in your particular case, it can't be determined for any set {a,b,c,d}), you'll be able to solve the equation.
For example, see attachment AbelEx1.gif.
Good luck,
Max.
 

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Related to Solving Non-Linear ODE's with Constant Coefficients

1. What is a non-linear ODE with constant coefficients?

A non-linear ODE with constant coefficients is a type of differential equation where the coefficients (numbers multiplied by the variables) are constants, meaning they do not change with respect to the independent variable. This type of ODE often requires more advanced mathematical techniques to solve compared to linear ODEs, where the coefficients can vary with the independent variable.

2. How do I know if an ODE has constant coefficients?

An ODE has constant coefficients if all of the numbers multiplied by the variables in the equation are constants. For example, in the equation y'' + 2xy' + 3y = 0, all of the coefficients (2, 3) are constants.

3. What methods can be used to solve non-linear ODEs with constant coefficients?

There are several methods for solving non-linear ODEs with constant coefficients, including the method of undetermined coefficients, the variation of parameters method, and the Laplace transform method. Each method has its own advantages and disadvantages, and the choice of method often depends on the specific equation and initial conditions.

4. Are there any specific strategies for solving non-linear ODEs with constant coefficients?

Yes, there are some general strategies that can be used to solve non-linear ODEs with constant coefficients. These include separating the variables, using substitution or change of variables, and using power series or Taylor series methods. It is important to carefully analyze the equation and choose the most appropriate strategy for solving it.

5. Can non-linear ODEs with constant coefficients be solved analytically?

It depends on the specific equation. Some non-linear ODEs with constant coefficients can be solved analytically using the methods mentioned above. However, for more complex equations, it may not be possible to find an exact analytical solution and numerical methods may be needed instead.

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