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A new Krylov subspace method based on rational approximation to solve stiff burnup equation

机译:基于有理逼近的Krylov子空间新方法求解刚性燃耗方程

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A burnup equation can be solved with matrix exponential method and its solution can be written as n(t) = e(At)n(0). In burnup calculation, general Krylov Subspace Method can solute a matrix-vector efficiently in a subspace but fails to keep a high precision. To solve this problem, a new kind of Krylov Subspace Method, Generalized Minimal Residual Method (GMRES) is implemented, based on a rational approximation method. It shows its great advantage in computation speed, which is more than four times faster than the same kind of rational approximation solved in a whole space while its accuracy is also guaranteed. Some optimizations, such as shift-Invariant technique, precondition technique and restart technique, are also implemented on burnup calculation. (C) 2018 Elsevier Ltd. All rights reserved.
机译:燃耗方程可以用矩阵指数法求解,其解可以写成n(t)= e(At)n(0)。在燃耗计算中,一般的Krylov子空间方法可以在子空间中有效地解矩阵向量,但不能保持较高的精度。为了解决这个问题,在有理逼近方法的基础上,实现了一种新型的Krylov子空间方法,即广义最小残差方法(GMRES)。它显示了其巨大的计算速度优势,比在整个空间中求解的同类有理逼近速度快四倍以上,同时还保证了精度。在燃耗计算上还实现了一些优化,如不变变量技术,前提技术和重启技术。 (C)2018 Elsevier Ltd.保留所有权利。

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