Newton additive and multiplicative Schwarz iterative methods |
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Authors: | Arnal, Josep Migallon, Violeta Penades, Jose Szyld, Daniel B. |
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Affiliation: | Departamento de Ciencia de la Computación e Inteligencia Artificial, Universidad de Alicante, E-03080 Alicante, Spain |
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Abstract: | Daniel B. Szyld¶Department of Mathematics, Temple University, Philadelphia, PA 19122, USA Convergence properties are presented for Newton additive andmultiplicative Schwarz (AS and MS) iterative methods for thesolution of nonlinear systems in several variables. These methodsconsist of approximate solutions of the linear Newton step usingeither AS or MS iterations, where overlap between subdomainscan be used. Restricted versions of these methods are also considered.These Schwarz methods can also be used to precondition a Krylovsubspace method for the solution of the linear Newton steps.Numerical experiments on parallel computers are presented, indicatingthe effectiveness of these methods. |
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Keywords: | nonlinear systems Newton's method additive Schwarz multiplicative Schwarz iterative methods subspace correction parallel computing PETSc software |
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