Radial Transformations#
These one-dimensional grids can be transformed to other kinds of intervals using the
radial transform module.
Transform |
Domain |
Co-Domain |
\(r(x)\) |
|---|---|---|---|
\([-1,1]\) |
\([r_{min},\infty)\) |
\(r_i = R \frac{1 + x_i}{1 - x_i} + r_{min}\) |
|
\([-1,1]\) |
\([r_{min},r_{max}]\) |
\(r_i = \frac{r_{max} - r_{min}}{2} (1 + x_i) + r_{min}\) |
|
Co-Domain |
Domain |
\(x_i(r_i)\) |
|
Domain |
Domain |
\(x_i\) |
|
\([0,\infty)\) |
\([r_{min},r_{max})\) |
\(r_i = \frac{r_{max} - r_{min}}{N - 1} x_i + r_{min}\) |
|
\([0,\infty)\) |
\([r_{min},r_{max}]\) |
\(r = r_{min} e^{x \log\left(\frac{r_{max}}{r_{min}} / (N - 1)\right)}\) |
|
\([0,\infty)\) |
\([r_{min},r_{max}]\) |
\(r = r_{min} (x + 1)^{\frac{\log(r_{max}) - \log(r_{min})}{N}}\) |
|
\([0,\infty)\) |
\([0,\infty)\) |
\(r_i = \frac{a x_i}{1 - bx_i}\) |
|
\([-1,1]\) |
\([r_{min},\infty)\) |
\(r_i = -R \log\left(\frac{x_i + 1}{2}\right) + r_{min}\) |
|
\([-1,1]\) |
\([r_{min},\infty)\) |
\(r_i = r_{min} - R \log\left(1 - 2^{-k}(x_i + 1)^k\right)\) |
|
\([-1,1]\) |
\([r_{min},\infty)\) |
\(r_i = R \left(\frac{1+x_i}{1-x_i}\right)^m + r_{min}\) |
|
\([-1,1]\) |
\([r_{min},r_{max}]\) |
\(r_i = \frac{(1+x_i)^m (r_{max} - r_{min})}{2^m(1 - 2^m + r_{max} - r_{min}) - (1+x_i)^m(r_{max}-r_{min}-2^m)} + r_{min}\) |