Solving the heart mechanics equations with Newton and quasi Newton methods--a comparison.
The non-linear elasticity equations of heart mechanics are solved while emulating the effects of a propagating activation wave. The dynamics of a 1 cm(3) slab of active cardiac tissue was simulated as the electrical wave traversed the muscular heart wall transmurally. The regular Newton (Newton-Raphson) method was compared to two modified Newton approaches, and also to a third approach that delayed update only of some selected Jacobian elements. In addition, the impact of changing the time step (0.01, 0.1 and 1 ms) and the relative non-linear convergence tolerance (10(-4), 10(-3) and 10(-2)) was investigated. Updating the Jacobian only when slow convergence occurred was by far the most efficient approach, giving time savings of 83-96%. For each of the four methods, CPU times were reduced by 48-90% when the time step was increased by a factor 10. Increasing the convergence tolerance by the same factor gave time savings of 3-71%. Different combinations of activation wave speed, stress rate and bulk modulus revealed that the fastest method became relatively even faster as stress rate and bulk modulus was decreased, while the activation speed had negligible influence in this respect.
Linge
Svein
S
The Norwegian University of Sport and Physical Education, Ullevaal Stadion, NO-0806 Oslo, Norway. sveinlin@simula.no
Lines
Glenn
G
Sundnes
Joakim
J
D000200:Action Potentials / Q000502:physiology*; D000818:Animals; D001696:Biomechanical Phenomena / Q000379:methods; D003198:Computer Simulation; D006321:Heart / Q000502:physiology*; D006329:Heart Conduction System / Q000502:physiology; D006801:Humans; D008955:Models, Cardiovascular; D008959:Models, Neurological; D009200:Myocardial Contraction / Q000502:physiology*; D013314:Stress, Mechanical