Solving integral equation with nystrom method

In summary, the Nystrom method is a method for solving integrals. It is described with a problem and reference material is provided.
  • #1
huyhohoang
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Hello everyone!
I am building set of Fortran code to solve integral equation. I have read "Numerical recipe" and heard about "Nystrom method". But there's no sample problem, I found it difficult to understand. Can anyone explain "Nystrom method" for me with a simple problem?
Many thanks
 
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  • #2
Do you have a particular equation you want to solve?
 
  • #3
Here my equation $$f(x)=x+\int_{-1}^{1}xyf(y)dy$$
Can you solve it in detail for me? I am an amauteur :)
Thank you so much
 
  • #4
huyhohoang said:
Can you solve it in detail for me?
I can. But I'm not inclined to. The purpose of this forum is education. So you are a student - not an amateur - and let's find out whether you understand what you're wading into:

What's your experience so far as a Fortran programmer? Took a course? In a course?

Do you know what the Nyström method is?

Do you realize the significance of function "f" being used both inside the integration and out? What problem does that pose?
 
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  • #5
Thanks for your advice! Would you mind send me some articles or books for more details?
 
  • #6
If you attempt to answer those questions I posed, I would be able to gauge where you are starting from.

I would guess that you have the Fortran covered - you have coded, perhaps already taken a course or two - and you have reference material and a development environment set up.

The Nyström method is just a few equations and it is covered in a wiki article. When it is implemented in software, the weights are commonly set equal and the x's are the midpoints of the ranges - with each range being of equal width.

As I suggested before, having the function f() inside and outside of the integral adds a complicating twist to the problem. I would suggest you start with a simpler integral, get your Fortran program working with it. Once you've done that, you should understand the complication. There are methods and college course available for solving those kinds of integral problems. And there are potential ways of attacking them by computer - but they require considerable expertise on the part of the software developers.

And, of course, it may already be done. Mathematica sells products for solving these types of equations.
Here's a link to their online integral calculator. It won't do the integral you posed, but it will do many others:
http://integrals.wolfram.com/index.jsp
 
  • #7
An integral is approximated by $$\int_{a}^{b}f(x)dx=\sum_{i=1}^{n}w_{i}f(x_{i})$$
I am very confused with the weights wi in Nystrom equation. How can I find it?
 
  • #8
As I said:
The Nyström method is just a few equations and it is covered in a wiki article. When it is implemented in software, the weights are commonly set equal and the x's are the midpoints of the ranges - with each range being of equal width.
So, for example, if you divide this integral into 100 pieces, then:
x1=a+(1(b-a)/200), x2=a+(3(b-a)/200), ... x100=a+(199(b-a)/200)
w1 = w2 = ... = w100 = (b-a)/100

In general, you might want to use x values that are not evenly spaced - in which case you might use this formula for the weights: wn=(xn+1-xn-1)/2
But for now, keep it simple and use the values I posted above.
 
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  • #9
I have known how to solve my equation :) Thanks for your help.
 

FAQ: Solving integral equation with nystrom method

What is the Nystrom method?

The Nystrom method is a numerical technique used to solve integral equations. It involves discretizing the integral equation into a finite system of equations that can be solved using numerical methods.

How does the Nystrom method work?

The Nystrom method works by dividing the integral into smaller sub-intervals and approximating the integral using a set of sample points within each sub-interval. These sample points are then used to construct a matrix equation that can be solved to obtain a numerical solution.

What are the advantages of using the Nystrom method?

The Nystrom method is computationally efficient and can handle a wide range of integral equations. It also provides accurate results, especially for smooth functions, and is relatively easy to implement.

What are the limitations of the Nystrom method?

The Nystrom method may not be suitable for integral equations with highly oscillatory or singular kernels. It also requires a large number of sample points for accurate results, which can increase the computational cost.

How is the accuracy of the Nystrom method evaluated?

The accuracy of the Nystrom method can be evaluated by comparing the numerical solution to an analytical solution, if available. It can also be evaluated by varying the number of sample points and checking the convergence of the results.

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