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In polynomial interpolation of two variables, the Padua points are the first known example (and up to now the only one) of a unisolvent point set (that is, the interpolating polynomial is unique) with minimal growth of their Lebesgue constant, proven to be O(log2 n) . Their name is due to the University of Padua, where they were originally discovered.
Contents
- The four families
- The first family
- The second family
- The third family
- The fourth family
- The interpolation formula
- References
The points are defined in the domain
The four families
We can see the Padua point as a "sampling" of a parametric curve, called generating curve, which is slightly different for each of the four families, so that the points for interpolation degree
Actually, the Padua points lie exactly on the self-intersections of the curve, and on the intersections of the curve with the boundaries of the square
The four generating curves are closed parametric curves in the interval
The first family
The generating curve of Padua points of the first family is
If we sample it as written above, we have:
where
with
From this follows that the Padua points of first family will have two vertices on the bottom if
The second family
The generating curve of Padua points of the second family is
which leads to have vertices on the left if
The third family
The generating curve of Padua points of the third family is
which leads to have vertices on the top if
The fourth family
The generating curve of Padua points of the fourth family is
which leads to have vertices on the right if
The interpolation formula
The explicit representation of their fundamental Lagrange polynomial is based on the reproducing kernel
defined by
with
where
The weights