Numerical Methods - which one for which problem?

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Discussion Overview

The discussion revolves around the appropriate numerical methods for solving various types of problems, specifically focusing on the finite difference method, finite element method, boundary element method, and method of moments. The scope includes theoretical applications and real-life examples in engineering and electromagnetic (EM) problems.

Discussion Character

  • Debate/contested
  • Technical explanation

Main Points Raised

  • One participant inquires about the specific applications of various numerical methods, noting that the finite element method is used for car crash simulations.
  • Another participant suggests that the question lacks clarity, emphasizing that there is no universal guideline for selecting numerical methods for specific problems.
  • A later reply provides insights into using the finite difference method for EM problems modeled by partial differential equations, and the method of moments for integral equations.
  • The finite difference method is noted to be limited to regularly shaped solution regions, while the finite element method can accommodate complex geometries.

Areas of Agreement / Disagreement

Participants express differing views on the clarity and nature of the original question. There is no consensus on a definitive guideline for selecting numerical methods, and multiple perspectives on their applications remain present.

Contextual Notes

The discussion highlights limitations in the understanding of when to apply each numerical method, with some assumptions about the nature of problems and the applicability of methods not fully explored.

milan_kundera
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Can anyone tell me for which problems you should use these numerical methods:

- finite difference method
- finite element method
- boundary element method
- method of moments

For example I read that finite element method is often used for car crash simulations, and that it gives very good results, but what about other methods, when you would use them? Any real-life example?

Thanks in advance. ;)
 
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Why don't you google them and find out for yourself?
 
I really tried to find it on Google, you see that: "I read that finite element method is often used for car crash simulations", I found that using Google, but for other methods I hadn't have success.
 
Frankly your question doesn't make a whole lot of sense! Part of the "art" of "Applied Mathematics" is being able to decide which method is best for a specific application. There is NO general rule of "use this method for that problem".
 
Thanks to both of you. ;)

Lets say that I found what I was looking for, when we're talking about EM problems.

"2.An EM problem in the form of a partial differential equation can be solved using the
finite difference method. The finite difference equation that approximates the differential
equation is applied at grid points spaced in an ordered manner over the whole solution
region. The field quantity at the free points is determined using a suitable method.
3. An EM problem in the form of an integral equation is conveniently solved using the
moment method. The unknown quantity under the integral sign is determined by matching
both sides of the integral equation at a finite number of points in the domain of the
quantity.
4. While the finite difference method is restricted to problems with regularly shaped solution
regions, the finite element method can handle problems with complex geometries.
This method involves dividing the solution region into finite elements, deriving equations
for a typical element, assembling all elements in the region, and solving the resulting
system of equations."
 
Last edited:

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