Approximation of full Lagrange functions by local Lagrange functions
Approximation of full Lagrange functions by local Lagrange functions
Let be the graph underlying the neighborhood , let be the interpolation set, and let and denote respectively the full and local Lagrange functions centered at , with . Approximation conjecture. The local Lagrange functions can be made arbitrarily close to the full Lagrange functions with a relatively small value of . This is intended to justify replacing the computationally expensive full Lagrange functions by local ones, but the statement does not specify a quantitative error bound or a precise meaning of “relatively small”; its resolution is therefore unclear.
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Primary source
John Paul Ward, Francis J. Narcowich and Joseph D. Ward, “Interpolating splines on graphs for data science applications”, arXiv:1806.10695 (2020).
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