径向基函数方法中距离函数的定义
Definitions of distance function in radial basis function approach
摘要:
很少有研究涉及如何构建有效的RBFs的问题特征。最近,作者提出了通用解RBF(GS-RBF)方法,成功地创建了运营商相关的RBF [1]。另一方面,正规径向基函数(RBF)是通过欧氏空间距离函数或测地线距离定义的[2]。本文的目的是结合问题的特征重新定义距离函数,包括问题相关距离函数和时空距离函数。
英文摘要:
Very few studies involve how to construct the efficient RBFs by means of problem features. Recently the present author presented general solution RBF (GS-RBF) methodology to create operator-dependent RBFs successfully [1]. On the other hand, the normal radial basis function (RBF) is defined via Euclidean space distance function or the geodesic distance [2]. This purpose of this note is to redefine distance function in conjunction with problem features, which include problem-dependent and time-space distance function.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。