The Cost of Continuity: Performance of Iterative Solvers on Isogeometric Finite Elements

• Autores: Collier, Nathan; Dalcin, Lisandro Daniel; Calo, Victor; Pardo, David
• Año de publicación: 2013
• Idioma: inglés
• Tipo de recurso: artículo
• Materia: Isogeometric Analysis; Iterative Solvers; Performance
• Institución: Consejo Nacional de Investigaciones Científicas y Técnicas

In this paper we study how the use of a more continuous set of basis functions affects the cost of solving systems of linear equations resulting from a discretized Galerkin weak form. Specifically, we compare performance of linear solvers when discretizing using C0 B-splines, which span traditional finite element spaces, and Cp−1 B-splines, which represent maximum continuity. We provide theoretical estimates for the increase in cost of the matrix-vector product as well as for the construction and application of black-box preconditioners. We accompany these estimates with numerical results and study their sensitivity to various grid parameters such as element size hand polynomial order of approximation p in addition to the aforementioned continuity of the basis. Finally, we present timing results for a range of preconditioning options for the Laplace problem. We conclude that the matrix-vector product operation is at most 33p2/8 times more expensive for the more continuous space, although for moderately low p, this number is significantly reduced. Moreover, if static condensation is not employed, this number further reduces to at most a value of 8, even for high p. Preconditioning options can be up to p3 times more expensive to set up, although this difference significantly decreases for some popular preconditioners such as incomplete LU factorization.
Fil: Collier, Nathan. King Abdullah University of Science and Technology; Arabia Saudita
Fil: Dalcin, Lisandro Daniel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Santa Fe. Instituto de Desarrollo Tecnológico Para la Industria Química (i); Argentina
Fil: Calo, Victor. The University of the Basque Country UPV/EHU and Ikerbasque; España
Fil: Pardo, David. King Abdullah University of Science and Technology; Arabia Saudita