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On the computational efficiency of isogeometric methods for smooth elliptic problems using direct solvers
Authors:N Collier  L Dalcin  V M Calo
Affiliation:1. Center for Numerical Porous Media, King Abdullah University of Science and Technology, , Saudi Arabia;2. Oak Ridge National Laboratory, , Oak Ridge, TN, USA;3. Consejo Nacional de Investigaciones Científicas y Técnicas, , Santa Fe, Argentina;4. Universidad Nacional del Litoral, , Santa Fe, Argentina;5. Applied Mathematics & Computational Science and Earth Science & Engineering, King Abdullah University of Science and Technology, , Saudi Arabia
Abstract:We compare the computational efficiency of isogeometric Galerkin and collocation methods for partial differential equations in the asymptotic regime. We define a metric to identify when numerical experiments have reached this regime. We then apply these ideas to analyze the performance of different isogeometric discretizations, which encompass C0 finite element spaces and higher‐continuous spaces. We derive convergence and cost estimates in terms of the total number of degrees of freedom and then perform an asymptotic numerical comparison of the efficiency of these methods applied to an elliptic problem. These estimates are derived assuming that the underlying solution is smooth, the full Gauss quadrature is used in each non‐zero knot span and the numerical solution of the discrete system is found using a direct multi‐frontal solver. We conclude that under the assumptions detailed in this paper, higher‐continuous basis functions provide marginal benefits. Copyright © 2014 John Wiley & Sons, Ltd.
Keywords:computational efficiency  finite elements  collocation  isogeometric  asymptotic analysis
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