Partial tensor decomposition for decoupling isogeometric Galerkin discretizations

被引:22
作者
Scholz, Felix [1 ]
Mantzaflaris, Angelos [1 ,2 ]
Juettler, Bert [1 ,2 ]
机构
[1] Austrian Acad Sci, RICAM, Linz, Austria
[2] Johannes Kepler Univ Linz, Inst Appl Geometry, Linz, Austria
基金
欧洲研究理事会; 奥地利科学基金会;
关键词
Isogeometric analysis; Tensor decomposition; Numerical integration; Low-rank approximation; Matrix assembly; Singular value decomposition; OPTIMAL QUADRATURE-RULES; SPLINE SPACES; INTEGRATION; SOLVERS; COST; APPROXIMATION;
D O I
10.1016/j.cma.2018.03.026
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
System matrix assembly for isogeometric (i.e., spline-based) discretizations of partial differential equations is more challenging than for classical finite elements, due to the increased polynomial degrees and the larger (and hence more overlapping) supports of the basis functions. The global tensor-product structure of the discrete spaces employed in isogeometric analysis can be exploited to accelerate the computations, using sum factorization, precomputed look-up tables, and tensor decomposition. We generalize the third approach by considering partial tensor decompositions. We show that the resulting new method preserves the global discretization error and that its computational complexity compares favorably to the existing approaches. Moreover, the numerical realization simplifies considerably since it relies on standard techniques from numerical linear algebra. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:485 / 506
页数:22
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