A stopping criterion for the iterative solution of partial differential equations

作者: Kaustubh Rao , Paul Malan , J. Blair Perot

DOI: 10.1016/J.JCP.2017.09.033

关键词:

摘要: Abstract A stopping criterion for iterative solution methods is presented that accurately estimates the error using low computational overhead. The proposed uses information from prior changes to estimate error. When are noisy or stagnating it reverts a less accurate but more robust, low-cost singular value approximate given residual. This estimator can also be applied linear matrix solvers such as Krylov subspace multigrid methods. Examples of criterion's ability non-linear and provided number different test cases in incompressible fluid dynamics.

参考文章(28)
C. Vuik, Termination criteria for GMRES-like methods to solve the discretized incompressible Navier-Stokes equations NASA STI/Recon Technical Report N. ,vol. 93, pp. 31484- ,(1992)
Gene Golub, James M. Ortega, Scientific computing: an introduction with parallel computing Academic Press. ,(1993)
F. R. Menter, Two-equation eddy-viscosity turbulence models for engineering applications AIAA Journal. ,vol. 32, pp. 1598- 1605 ,(1994) , 10.2514/3.12149
Christopher J. Zusi, J. Blair Perot, Simulation and modeling of turbulence subjected to a period of uniform plane strain Physics of Fluids. ,vol. 25, pp. 110819- ,(2013) , 10.1063/1.4821450
X.-W. Chang, C. C. Paige, D. Titley-Peloquin, Stopping Criteria for the Iterative Solution of Linear Least Squares Problems SIAM Journal on Matrix Analysis and Applications. ,vol. 31, pp. 831- 852 ,(2009) , 10.1137/080724071
V. Yakhot, S. A. Orszag, S. Thangam, T. B. Gatski, C. G. Speziale, Development of turbulence models for shear flows by a double expansion technique Physics of Fluids. ,vol. 4, pp. 1510- 1520 ,(1992) , 10.1063/1.858424