Fast multilevel evaluation of smooth radial basis function expansions
Electronic transactions on numerical analysis, Tome 23 (2006), pp. 263-287
Radial basis functions (RBFs) are a powerful tool for interpolating/approximating multidimensional scattered data. Notwithstanding, RBFs pose computational challenges, such as the efficient evaluation of an -center $\sterling $RBF expansion at points. A direct summation requires operations. We present a new multilevel method
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whose cost is only , where is the desired accuracy and is the dimension. The method
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Classification :
41A21, 41A30, 41A63, 65D25, 65N06, 65R10, 68Q25
Keywords: radial basis functions, fast multilevel multi-summation, integral transforms, particle interaction
Keywords: radial basis functions, fast multilevel multi-summation, integral transforms, particle interaction
@article{ETNA_2006__23__a4,
author = {Livne, Oren E. and Wright, Grady B.},
title = {Fast multilevel evaluation of smooth radial basis function expansions},
journal = {Electronic transactions on numerical analysis},
pages = {263--287},
year = {2006},
volume = {23},
zbl = {1112.65012},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ETNA_2006__23__a4/}
}
TY - JOUR AU - Livne, Oren E. AU - Wright, Grady B. TI - Fast multilevel evaluation of smooth radial basis function expansions JO - Electronic transactions on numerical analysis PY - 2006 SP - 263 EP - 287 VL - 23 UR - http://geodesic.mathdoc.fr/item/ETNA_2006__23__a4/ LA - en ID - ETNA_2006__23__a4 ER -
Livne, Oren E.; Wright, Grady B. Fast multilevel evaluation of smooth radial basis function expansions. Electronic transactions on numerical analysis, Tome 23 (2006), pp. 263-287. http://geodesic.mathdoc.fr/item/ETNA_2006__23__a4/