KMS Of Academy of mathematics and systems sciences, CAS
A NONLINEARLY PRECONDITIONED INEXACT NEWTON ALGORITHM FOR STEADY STATE LATTICE BOLTZMANN EQUATIONS | |
Huang, Jizu1; Yang, Chao2,3; Cai, Xiao-Chuan4 | |
2016 | |
发表期刊 | SIAM JOURNAL ON SCIENTIFIC COMPUTING |
ISSN | 1064-8275 |
卷号 | 38期号:3页码:A1701-A1724 |
摘要 | Most existing methods for calculating the steady state solution of the lattice Boltzmann equations are based on pseudo time stepping, which often requires a large number of time steps especially for high Reynolds number problems. To calculate the steady state solution directly without the time integration, in this paper we propose and study a nonlinearly preconditioned inexact Newton algorithm with a domain decomposition based linear solver for parallelization. More precisely, the proposed algorithmic framework involves an implicit, second-order discretization, a two-level inexact Newton method, and a nonlinear elimination preconditioner to accelerate the convergence of Newton iteration. A nonstandard, pollution removing, coarse space is introduced for the two-level method. Numerical experiments are presented to demonstrate the robustness and efficiency of the algorithm, especially for problems at a high Reynolds number. A comparison is also included to show the superiority of the proposed approach over other explicit and implicit methods in terms of the total compute time measured on a parallel computer. |
关键词 | steady state lattice Boltzmann equations inexact Newton algorithm nonlinear preconditioning pollution removing coarse space parallel scalability |
DOI | 10.1137/15M1028078 |
语种 | 英语 |
资助项目 | NSFC[11501554] ; NSFC[91530323] ; NSFC[91530103] ; NSFC[91330111] ; NSFC[6151101105] ; NSFC[61120106005] ; 863 program[2015AA01A302] ; NSF[CCF-1216314] |
WOS研究方向 | Mathematics |
WOS类目 | Mathematics, Applied |
WOS记录号 | WOS:000385282800019 |
出版者 | SIAM PUBLICATIONS |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/23725 |
专题 | 计算数学与科学工程计算研究所 |
通讯作者 | Cai, Xiao-Chuan |
作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Software, Beijing 100190, Peoples R China 3.Chinese Acad Sci, State Key Lab Comp Sci, Beijing 100190, Peoples R China 4.Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USA |
推荐引用方式 GB/T 7714 | Huang, Jizu,Yang, Chao,Cai, Xiao-Chuan. A NONLINEARLY PRECONDITIONED INEXACT NEWTON ALGORITHM FOR STEADY STATE LATTICE BOLTZMANN EQUATIONS[J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING,2016,38(3):A1701-A1724. |
APA | Huang, Jizu,Yang, Chao,&Cai, Xiao-Chuan.(2016).A NONLINEARLY PRECONDITIONED INEXACT NEWTON ALGORITHM FOR STEADY STATE LATTICE BOLTZMANN EQUATIONS.SIAM JOURNAL ON SCIENTIFIC COMPUTING,38(3),A1701-A1724. |
MLA | Huang, Jizu,et al."A NONLINEARLY PRECONDITIONED INEXACT NEWTON ALGORITHM FOR STEADY STATE LATTICE BOLTZMANN EQUATIONS".SIAM JOURNAL ON SCIENTIFIC COMPUTING 38.3(2016):A1701-A1724. |
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