论文标题
具有乘数交替方向方法的准内粘性断裂
Quasistatic cohesive fracture with an alternating direction method of multipliers
论文作者
论文摘要
引入了一种使用乘数的交替方向方法(ADMM)来实施能量方法来凝聚力骨折的方法。 ADMM算法在每个应变增量下最小化非平滑,非凸电势功能,以预测粘性弹性系统的演变。优化问题绕过了基于力的(牛顿)方法的明确应力标准,该方法会干扰牛顿迭代的影响。该模型通过推断方法扩展,该方法可显着减少优化序列的计算时间。实验证明,ADMM算法具有几乎线性的时间复杂性和快速的迭代时间,从而使其模拟比以前可行的更大的问题。通过示例证明了算法对其数值参数的有效性以及对其数值参数的无敏度。结果表明,ADMM的Lagrange乘数方法比以前的Nitsche更有效,并且是对准问题的延续方法。在复杂的微观结构中鉴定出近距离的最小值及其效果。
A method for quasistatic cohesive fracture is introduced that uses an alternating direction method of multipliers (ADMM) to implement an energy approach to cohesive fracture. The ADMM algorithm minimizes a non-smooth, non-convex potential functional at each strain increment to predict the evolution of a cohesive-elastic system. The optimization problem bypasses the explicit stress criterion of force-based (Newtonian) methods, which interferes with Newton iterations impeding convergence. The model is extended with an extrapolation method that significantly reduces the computation time of the sequence of optimizations. The ADMM algorithm is experimentally shown to have nearly linear time complexity and fast iteration times, allowing it to simulate much larger problems than were previously feasible. The effectiveness, as well as the insensitivity of the algorithm to its numerical parameters is demonstrated through examples. It is shown that the Lagrange multiplier method of ADMM is more effective than earlier Nitsche and continuation methods for quasistatic problems. Close spaced minima are identified in complicated microstructures and their effect discussed.