Is My Power Series Approach Correct for Solving This Differential Equation?

In summary: This is a tough one.In summary, the conversation discusses the process of solving a differential equation using power series. The first problem involves using the power series representation for the J(x) and Y(x) Bessel functions to solve the equation xy' = y^2 +x^2. The conversation also includes a suggestion to work on simpler power series problems before attempting more complicated ones. The second problem involves dealing with higher order y in the equation xy' = y^2 +x^2 and using the Cauchy Product to multiply the power series together. The difficulties of determining the region of convergence for double sums is also mentioned.
  • #1
burgerkin
35
0
I've just started learning to solve DE by using power series and I am not sure If I did it the right way. Would anybody be kind enough going thru my solution here and see if I did it right? I want to make sure I am doing the right thing, I am very bad with series. Thanks in advance!and i have another problem : xy' = y^2 +x^2, how do I solve it? I do not know how to deal with the y^2 .

1p9mrp.jpg
 
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  • #2
That's Bessel's equation of index zero. In general, that's not the way to solve it and you're not taking the derivatives correctly either. If:

[tex]y(x)=\sum_{n=0}^{\infty}a_n x^n[/tex]

then:

[tex]y'(x)=\sum_{n=1}^{\infty} n a_n x^{n-1}[/tex]

Also, the equation is singular at x=0 so the solution you get would be valid for x>0 so any IVP would be like y(x0)=y0, y'(x0)=y1, x0>0.

However, usually for these types of problems we let:

[tex]y(x)=\sum_{n=0}^{\infty} a_n x^{n+c}[/tex]

Ok, here's my suggestion and you're not gonna' like it: that problem is too tough for you. The solution includes log terms and it usually placed at the very end of that section on power series, the group where the "indical" equation has equal roots. Tell you what, start at the beginning of the section, work 5 power series solutions for ordinary points, five for singular points indicial equation with difference of roots non integral, two with equal roots, then finally go back and work on this one.


Here's the solution for x>0 that I came up with and I believe is equivalent to the power-series representation for the J(x) and Y(x) Bessel functions which are it's solution:

[tex]\text{y1}[\text{x$\_$},\text{c$\_$}]\text{:=}x^c+\sum _{n=1}^{\infty } \frac{(-1)^n x^{2n+c}}{\prod _{k=0}^{n-1} (2n-2k+c)^2}[/tex]

[tex]y2[x,c]=\frac{\partial}{\partial c} y1(x,c)[/tex]

Then the general solution is:

[tex]y(x)=c_1 y1(x,0)+c_2 y2(x,0)[/tex]

And here is the check in Mathematica for:

[tex]xy''+y'+xy=0,\quad y(1)=1,\quad y'(1)=0[/tex]

Not doing this to show off (too much any way), but rather to show you what has to be done with problems like this: solve it analytically first, code it numerically next, solve it numerically, then compare the numerical solution to the approximate analytic solution. If they agree, then there is a good chance the power series expression you derived is correct.
Code:
Clear[y, y1, ya, yb, yh]
y0 = 1; 
y1 = 0; 
x0 = 1; 
mysol = NDSolve[{x*Derivative[2][y][x] + Derivative[1][y][x] + x*y[x] == 0, y[x0] == y0, 
     Derivative[1][y][x0] == y1}, y, {x, x0, 5}]; 
p0 = Plot[y[x] /. mysol, {x, 1, 5}, PlotStyle -> Blue]
nmax = 30; 
yh[x_, c_] := x^c + Sum[((-1)^n*x^(2*n + c))/Product[(2*n - 2*k + c)^2, {k, 0, n - 1}], {n, 1, nmax}]
ya[x_] := yh[x, 0]; 
yb[x_] = D[yh[x, c], c] /. c -> 0; 
they[x_] := c1*ya[x] + c2*yb[x]
thec = N[Solve[{they[x0] == y0, (D[they[x], x] /. x -> x0) == y1}, {c1, c2}]]
p1 = Plot[they[x] /. thec, {x, x0, 5}, PlotStyle -> Red]
Show[{p0, p1}]
 
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  • #3
Thank you so very much Jackmell! I will have to go back and do a good review on power series in order to grasp your input.

The way you represented y and y' is what I read in the textbook as well. However, my prof is teaching us to represent y in a different way. Below I am showing you an example he did in class, it is simpler problem. I just kinda copied the way he showed us to do my problem. He did not talk much about singular points and convergence.
331d6vs.jpg
 
  • #4
Dang it! Sorry I made a mistake. Your way of differentiating that series is correct ok. If:

[tex]y(x)=\sum_{n=0}^{\infty}a_n\frac{x^n}{n!}[/tex]

then:

[tex]y'(x)=\sum_{n=0}^{\infty} a_{n+1} \frac{x^n}{n!}[/tex]

[tex]y''(x)=\sum_{n=0}^{\infty} a_{n+2}\frac{x^n}{n!}[/tex]

Just didn't understand that but do now. I looked at your paper some. You're trying to solve an IVP at x=0 but the DE is singular there. I don't think you're approaching it correctly and I'm pretty sure the solution is as I've written it or in the form of the power series for J(x) and Y(x) (equivalent) but only for x>0.

Also that second one you showed me is much, much simpler and one you should study and understand first before working on more complicated ones, then do four more like it, then go to the next sections in the book and do some of those, gradually building up to the more complicated ones. Bessel's equation would be found in the last part of the power series section because it's more complicated to solve.
 
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  • #5
Thanks Jackmell! The example is simple so I thought I understood it, but the first problem I showed you is in my homework so I just have to try it. There are couple of more homework problems which seem to be even more complicated cause there are sin x ,cos x in them...hehe, lucky me!Can you help me a little on this next prob:
xy' = y^2 +x^2
I need to solve it by power series as well, but how can I deal with the y^2? How do I square the expansion of a series? I rarely see this kind of problem with higher order y in there.
 
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  • #6
Dang dude. You got some hard problems. But don't be afraid to multiply those power series together like:

[tex]xy'=y^2+x^2[/tex]

so it's:

[tex]x\sum_{n=0}^{\infty} na_nx^{n-1}=\sum_{n=0}^{\infty} a_n x^n \sum_{n=0}^{\infty} a_n x^n+x^2[/tex]


or use the expressions you were using for the sums (if applicapable) and multiply them. Look up "Cauchy Product" to get the right form of those double-sums and of course, the recursive relation for the a_n will involve sum's themselves. same dif for the sin(x) and cos(x).

The region of convergence however is more complicated to determine on double sums though. Don't know how to do that.

Here's one where I used double series and had a sine in it but it's all in Mathematica code:

https://www.physicsforums.com/showthread.php?t=527643
 
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What is a power series?

A power series is a mathematical series of the form ∑n=0∞ an(x−c)n, where an are coefficients and c is a constant. It is used to represent functions as an infinite sum of terms with increasing powers of x.

Why is the power series method used to solve differential equations?

The power series method is used to solve differential equations because it allows for the solution to be expressed as an infinite series, which can often be easier to manipulate and solve than the original differential equation. It also allows for the solution to be approximated to any degree of accuracy by truncating the series at a certain point.

What are the steps to solve a differential equation by power series?

The steps to solve a differential equation by power series are as follows:

  1. Assume the solution can be expressed as a power series.
  2. Substitute the series into the differential equation and equate coefficients of like powers of x.
  3. Find a recurrence relation between the coefficients.
  4. Solve the recurrence relation to find the general form of the coefficients.
  5. Substitute the coefficients back into the original series to find the final solution.

What are the advantages of using power series to solve differential equations?

There are several advantages to using power series to solve differential equations:

  • It allows for the solution to be expressed as an infinite series, which can be approximated to any degree of accuracy by truncating the series at a certain point.
  • It can be used to solve a wide range of differential equations, including non-linear and non-constant coefficient equations.
  • It can often simplify the process of solving a differential equation, as it involves finding a recurrence relation and solving for the coefficients rather than directly solving the original equation.

What are some applications of power series in solving differential equations?

Power series are commonly used in solving differential equations in various fields of science and engineering. Some applications include:

  • In physics, power series are used to study the behavior of physical systems, such as in quantum mechanics and classical mechanics.
  • In engineering, power series are used to solve problems in areas such as electrical circuits, heat transfer, and fluid mechanics.
  • In economics, power series are used to model and analyze economic systems and their behavior.
  • In mathematics, power series are used to solve various types of differential equations, such as ordinary and partial differential equations.

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