Condition Estimates for Pseudo-Arclength Continuation
نویسندگان
چکیده
We bound the condition number of the Jacobian in pseudo arclength continuation problems, and we quantify the effect of this condition number on the linear system solution in a Newton GMRES solve. In pseudo arclength continuation one repeatedly solves systems of nonlinear equations F (u(s), λ(s)) = 0 for a real-valued function u and a real parameter λ, given different values of the arclength s. It is known that the Jacobian Fx of F with respect to x = (u, λ) is nonsingular, if the path contains only regular points and simple fold singularities. We introduce a new characterization of simple folds in terms of the singular value decomposition, and we use it to derive a new bound for the norm of F x . We also show that the convergence rate of GMRES in a Newton step for F (u(s), λ(s)) = 0 is essentially the same as that of the original problem G(u, λ) = 0. In particular we prove that the bounds on the degrees of the minimal polynomials of the Jacobians Fx and Gu differ by at most 2. We illustrate the effectiveness of our bounds with an example from radiative transfer theory.
منابع مشابه
Exploring ground states and excited states of spin-1 Bose-Einstein condensates by continuation methods
A pseudo-arclength continuation method (PACM) is proposed and employed to compute the ground state and excited state solutions of spin-1 Bose-Einstein condensates (BEC). A pseudo-arclength continuation method (PACM) is employed to compute the ground state and excited state solutions of spin-1 BoseEinstein condensates (BEC). The BEC is governed by the time-independent coupled Gross-Pitaevskii eq...
متن کاملGlobal smooth solution curves using rigorous branch following
In this paper, we present a new method to rigorously compute smooth branches of zeros of nonlinear operators f : R1 × B1 → R2 × B2, where B1 and B2 are Banach spaces. The method is first introduced for parameter continuation and then generalized to pseudo-arclength continuation. Examples in the context of ordinary, partial and delay differential equations are given.
متن کاملNumerical Bifurcation Theory for High-Dimensional Neural Models.
Numerical bifurcation theory involves finding and then following certain types of solutions of differential equations as parameters are varied, and determining whether they undergo any bifurcations (qualitative changes in behaviour). The primary technique for doing this is numerical continuation, where the solution of interest satisfies a parametrised set of algebraic equations, and branches of...
متن کاملComputation of viscoelastic fluid flows at high Weissenberg number using continuation methods
The numerical simulation of viscoelastic fluid flow becomes more difficult as a physical parameter, the Weissenberg number, increases. Specifically, at a Weissenberg number larger than a critical value, the iterative nonlinear solver fails to converge, a phenomenon known as the High Weissenberg Number Problem. In this work we describe the application and implementation of continuation methods t...
متن کاملUniform Lorentz norm estimates for convolution operators
Uniform endpoint Lorentz norm improving estimates for convolution operators with affine arclength measure supported on simple plane curves are established. The estimates hold for a wide class of simple curves, and the condition is stated in terms of averages of the square of the affine arclength weight, extending previously known results. MSC: Primary 44A35; secondary 42B35
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- SIAM J. Numerical Analysis
دوره 45 شماره
صفحات -
تاریخ انتشار 2007