what is the ilaplace function algorithm?

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what is the algorithm used by the built-in ilaplace function?

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Hassaan
Hassaan 2024-1-11
  1. Lookup Tables: Many inverse Laplace transforms can be computed using predefined tables of Laplace transform pairs. If the symbolic expression matches a known form, the corresponding time-domain function can be returned.
  2. Partial Fraction Expansion: For rational expressions, the inverse Laplace transform can be found by performing a partial fraction expansion followed by applying the inverse Laplace transform to each term individually, which often corresponds to a known transform pair.
  3. Complex Integration: The inverse Laplace transform can be theoretically computed by evaluating a Bromwich integral, which is a contour integral in the complex plane. However, this method is usually not used in symbolic computation software due to its complexity.
  4. Algorithms for Symbolic Integration: Many times, the problem of finding an inverse Laplace transform reduces to a symbolic integration problem. MATLAB's symbolic engine includes algorithms to perform integration symbolically, which could be applied to solve inverse Laplace transform problems.
  5. Numerical Inversion: When a symbolic solution is difficult to obtain, numerical techniques may be employed to approximate the inverse Laplace transform. However, this is less common in a purely symbolic context.
In practice, the ilaplace function likely uses a combination of these methods, with a heavy reliance on lookup tables and symbolic algebra techniques to simplify expressions and find corresponding time-domain functions. If you need the exact details of the algorithm, you might have to contact MathWorks support directly, although they may not provide specifics if it's proprietary information.
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  17 个评论
Torsten
Torsten 2024-1-12
I must admit that I don't have any experience with Laplace or Inverse Laplace transforms.
I just saw its definition by the limit of an integral and naively assumed that for a symbolic solution, "int" would be the way to go.
Paul
Paul 2024-1-12
If you're interested in seeing the potential scope of a table/rules approach, this link has a very extensive table of Laplace trasform rules and pairs, starting at page 613.

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