Article ID: | iaor201526064 |
Volume: | 61 |
Issue: | 2 |
Start Page Number: | 437 |
End Page Number: | 461 |
Publication Date: | Jun 2015 |
Journal: | Computational Optimization and Applications |
Authors: | Kuera Radek, Motykov Kristina, Markopoulos Alexandros |
Keywords: | Newton method, primal-dual algorithm |
The goal is to analyze the semi‐smooth Newton method applied to the solution of contact problems with friction in two space dimensions. The primal‐dual algorithm for problems with the Tresca friction law is reformulated by eliminating primal variables. The resulting dual algorithm uses the conjugate gradient method for inexact solving of inner linear systems. The globally convergent algorithm based on computing a monotonously decreasing sequence is proposed and its R‐linear convergence rate is proved. Numerical experiments illustrate the performance of different implementations including the Coulomb friction law.