Yang Taiseung, Spilker Robert L
Department of Mechanical, Aerospace & Nuclear Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180-3590, USA.
Comput Methods Biomech Biomed Engin. 2007 Feb;10(1):13-24. doi: 10.1080/10255840601086416.
A study was conducted on combinations of preconditioned iterative methods with matrix reordering to solve the linear systems arising from a biphasic velocity-pressure (v-p) finite element formulation used to simulate soft hydrated tissues in the human musculoskeletal system. Krylov subspace methods were tested due to the symmetric indefiniteness of our systems, specifically the generalized minimal residual (GMRES), transpose-free quasi-minimal residual (TFQMR), and biconjugate gradient stabilized (BiCGSTAB) methods. Standard graph reordering techniques were used with incomplete LU (ILU) preconditioning. Performance of the methods was compared on the basis of convergence rate, computing time, and memory requirements. Our results indicate that performance is affected more significantly by the choice of reordering scheme than by the choice of Krylov method. Overall, BiCGSTAB with one-way dissection (OWD) reordering performed best for a test problem representative of a physiological tissue layer. The preferred methods were then used to simulate the contact of the humeral head and glenoid tissue layers in glenohumeral joint of the shoulder, using a penetration-based method to approximate contact. The distribution of pressure and stress fields within the tissues shows significant through-thickness effects and demonstrates the importance of simulating soft hydrated tissues with a biphasic model.
开展了一项关于预处理迭代方法与矩阵重排相结合的研究,以求解用于模拟人体肌肉骨骼系统中柔软含水组织的双相速度-压力(v-p)有限元公式所产生的线性系统。由于我们的系统具有对称不定性,因此对Krylov子空间方法进行了测试,具体包括广义极小残差法(GMRES)、无转置拟极小残差法(TFQMR)和双共轭梯度稳定法(BiCGSTAB)。标准的图重排技术与不完全LU(ILU)预处理一起使用。基于收敛速度、计算时间和内存需求对这些方法的性能进行了比较。我们的结果表明,与Krylov方法的选择相比,重排方案的选择对性能的影响更为显著。总体而言,对于代表生理组织层的测试问题,采用单向剖分(OWD)重排的BiCGSTAB表现最佳。然后,使用首选方法模拟肩部盂肱关节中肱骨头与关节盂组织层的接触,采用基于穿透的方法来近似接触。组织内压力和应力场的分布显示出显著的厚度效应,并证明了用双相模型模拟柔软含水组织的重要性。