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Estimating the convergence rate r

Perform numerical experiments: (\Delta t_i, E_i) , i=0,\ldots,m-1 . Two methods for finding r (and C ):

  1. Take the logarithm of (1), \ln E = r\ln \Delta t + \ln C , and fit a straight line to the data points (\Delta t_i, E_i) , i=0,\ldots,m-1 .
  2. Consider two consecutive experiments, (\Delta t_i, E_i) and (\Delta t_{i-1}, E_{i-1}) . Dividing the equation E_{i-1}=C\Delta t_{i-1}^r by E_{i}=C\Delta t_{i}^r and solving for r yields
\begin{equation} r_{i-1} = \frac{\ln (E_{i-1}/E_i)}{\ln (\Delta t_{i-1}/\Delta t_i)} \tag{2} \end{equation} for i=1,=\ldots,m-1 .

Method 2 is best.

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