Affine conjugate adaptive Newton methods for nonlinear elastomechanics
The paper extends affine conjugate Newton methods from convex to nonconvex minimization, with particular emphasis on PDE problems originating from compressible hyperelasticity. On the basis of well-known schemes from finite dimensional nonlinear optimization, three different algorithmic variants are worked out in a function space setting, which permits an adaptive multilevel finite element implementation. These algorithms are tested on two well-known 3D test problems and a real-life example from surgical operation planning.
nonlinear elastomechanics affine conjugate newton methods nonconvex minimization cranio-maxillofacial surgery