Potential theoretic approach to design of accurate formulas for function approximation in symmetric weighted Hardy spaces
Potential theoretic approach to design of accurate formulas for function approximation in symmetric weighted Hardy spaces
复制标题
对称加权 Hardy 空间中函数逼近精确公式设计的潜在理论方法
DOI:
10.1093/imanum/drw022
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发表时间:
2017
影响因子:
2.1
通讯作者:
Tomoaki Okayama and Masaaki Sugihara
中科院分区:
文献类型:
--
作者:
Ken'ichiro Tanaka;Tomoaki Okayama and Masaaki Sugihara
We propose a method for designing accurate interpolation formulas on the real axis for the purpose of function approximation in weighted Hardy spaces. In particular, we consider the Hardy space of functions that are analytic in a strip region around the real axis, being characterized by a weight functionthat determines the decay rate of its elements in the neighborhood of infinity. Such a space is considered as a set of functions that are transformed by variable transformations that realize a certain decay rate at infinity. Popular examples of such transformations are given by the single exponential (SE) and double exponential (DE) transformations for the SE-Sinc and DE-Sinc formulas, which are very accurate owing to the accuracy of sinc interpolation in the weighted Hardy spaces with SE and DE weights, respectively. However, it is not guaranteed that the sinc formulas are optimal in weighted Hardy spaces, although Sugihara has demonstrated that they are near optimal. An explicit form for an optimal approximation formula has only been given in weighted Hardy spaces with SE weights of a certain type. In general cases, explicit forms for optimal formulas have not been provided so far. We adopt a potential theoretic approach to obtain almost optimal formulas in weighted Hardy spaces in the case of general weight functions. We formulate the problem of designing an optimal formula in each space as an optimization problem written in terms of a Green potential with an external field. By solving the optimization problem numerically, we obtain an almost optimal formula in each space. Furthermore, some numerical results demonstrate the validity of this method. In particular, for the case of a DE weight, the formula designed by our method outperforms the DE-Sinc formula.