Several applied problems are characterized by the need to numerically solve equations with an operator function (matrix function). In particular, in the last decade, mathematical models with a fractional power of an elliptic operator and numerical methods for their study have been actively discussed. Computational algorithms for such non-standard problems are based on approximations by the operator function. The most widespread are the approaches using various options for rational approximation. Also, we note the methods that relate to approximation by exponential sums. In this paper, the possibility of using approximation by exponential products is noted. The solution of an equation with an operator function is based on the transition to standard stationary or evolutionary problems. General approaches are illustrated by a problem with a fractional power of the operator. The first class of methods is based on the integral representation of the operator function under rational approximation, approximation by exponential sums, and approximation by exponential products. The second class of methods is associated with solving an auxiliary Cauchy problem for some evolutionary equation.
翻译:几个应用问题的特点是需要用数字方法解决具有操作员功能的方程式(矩阵功能),特别是过去十年来,对具有椭圆形操作员分电的数学模型及其研究的数值方法进行了积极讨论。这种非标准问题的计算算法以操作员功能的近似值为基础。最普遍的是使用各种合理近似选项的方法。我们还注意到与以指数值近似有关的方法。在本文中,注意到使用指数值近似值的可能性。对操作员函数的方程式的解决方法是以向标准固定或进化问题过渡为基础的。一般方法以操作员的分位力问题为例证。第一类方法以操作员功能在合理近似值、指数值近似和指数值产品的近似下的整体表示为基础。第二类方法与解决某种进化方程式的辅助问题有关。