Difference between revisions of "1D MLSM and FDM comparison"

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== Dirichlet case ==
 
== Dirichlet case ==
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Precision and execution time are summarised in graphs below.
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[[File:dircmp.png|600px]][[File:dirtimecmp.png|600px]]

Revision as of 11:37, 13 March 2017

Different numerical approaches to solving a Dirichlet or Neumann problem

\( \begin{align*} \text{Dirichlet} && \text{Neumann} \\ f''(x) &= 2x^2+5 \text{ on } (0, 1) & f''(x) &= 2x^2+5 \text{ on } (0, 1) \\ f(0) &= 1 & f'(0) &= 1 \\ f(1) &= 1 & f(1) &= 1 \\ f(x) &= \frac{1}{6} \left(x^4+15 x^2-16 x+6\right) & f(x) &= \frac{1}{6} \left(x^4+15 x^2+6 x-16\right) \end{align*} \)

were analysed. Theoretically, FDM and MLSM should match completely. This is practivaly demonstrated up to certain discretization level.

The interval \([0, 1]\) was always discretized uniformly using $N$ nodes, \(x_i = a+i h, h = (b-a)/N\).

Dirichlet case

Precision and execution time are summarised in graphs below.

Dircmp.pngDirtimecmp.png