Collocation and Galerkin Time-Stepping Methods
Author(s) -
H. T. Huynh
Publication year - 2009
Publication title -
19th aiaa computational fluid dynamics
Language(s) - English
Resource type - Conference proceedings
DOI - 10.2514/6.2009-4323
Subject(s) - time stepping , collocation (remote sensing) , galerkin method , computer science , stepping stone , mathematics , finite element method , mathematical analysis , physics , discretization , machine learning , thermodynamics , economics , unemployment , economic growth
[Abstract] We study the numerical solutions of ordinary differential equations by one -step method s where t he solution at n t is known and that at 1 + n t is to be calculated . The approache s employed are col location, continuous Galerkin (C G) and discontinuous Galerkin (D G). Relations among these three approaches are establish ed . A quadrature formula using s evaluation points is employed for the Galerkin formulation s. We show that with such a quadrature , the CG method is identical to the collocation method using quadrature points as collocation points. Fur thermore, if the quadrature formula is the right Radau one (including 1 + n t ), then the DG and CG methods also become identical, and they reduce to the Radau IIA collocation method . In addition , we present a generalization of DG that yield s a method identical to CG and collocation with arbitrary collocation points . Thus, the collocation , CG, and generalized DG methods are equivalent, and the latter two methods can be formulated using the differential instead of integral equation . Finally, a ll scheme s discussed can be cast as s -stage implicit Runge -Kutta methods.
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