Numerical Algorithms ( IF 2.1 ) Pub Date : 2021-01-11 , DOI: 10.1007/s11075-020-01049-7 Yuanpeng Zhu
In this work, by combining a class of local support and infinitely differentiable functions together with the sinc function, we construct a new class of univariate blending functions with three local shape parameters αi, βi, and λi. The new blending functions have the properties of \(C^{\infty }\) smoothness, compact support, and partition of unity. The shape parameter αi has tension property, and βi can adjust the support of the blending functions. With λi, the given blending functions can be used to interpolate sets of points partly or entirely without solving a linear system of equations. Some simple conditions for the blending functions possessing nonnegativity and/or linear independence are developed. Based on the new univariate blending functions, tensor product blending functions and local tensor product blending functions are also developed.
中文翻译:
具有C∞$ C ^ {\ infty} $平滑度的一类混合函数
在这项工作中,通过与sinc函数结合在一起的一类的本地支持和无限可微函数,我们构建了一类新的单变量混合函数具有三个局部形状参数α我,β我,和λ我。新的混合函数具有\(C ^ {\ infty} \)平滑度,紧凑的支持和统一分区的属性。形状参数α我有张力性质,和β我可以调整的混合功能的支持。随着λ我,给定的混合函数可用于部分或全部内插点集,而无需求解线性方程组。为具有非负性和/或线性独立性的混合函数开发了一些简单条件。基于新的单变量混合函数,还开发了张量积混合函数和局部张量积混合函数。