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On the parallel iterative solution of linear systems arising in the FEAST algorithm for computing inner eigenvalues

机译:关于计算内部特征值的盛宴算法中引起的线性系统的平行迭代解

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摘要

Methods for the solution of eigenvalue problems that are based on spectral projectors and contour integration have recently attracted more and more attention. udSuch methods require the solution of many shifted linear systems of full size. In most of the literature concerning these eigenvalue solvers, only few words are said on the solution of the linear systems, but they turn out to be very udhard to solve by iterative linear solvers in practice. In this udwork we identify a row projection method for the solution of the inner linear systems encountered in the east udalgorithm and introduce a novel hybrid parallel and fully iterative implementation of the eigenvalue solver which exploits parallelism on several levels. We present numerical examples where graphene modeling is one of the target applications.
机译:基于光谱投影仪和轮廓集成的特征值问题的方法最近吸引了越来越多的关注。 UDSUCH方法需要解决许多换档线性系统的全尺寸。在这些关于这些特征值求解器的大多数文献中,在线性系统的溶液中只有很少的话说,但他们结果是非常 Udhard在实践中通过迭代线性溶剂来解决。在此 UDWork中,我们确定了一种在 Feast Udalgorithm中遇到的内线性系统解决方案的行投影方法,并引入了一种新颖的混合并行和完全迭代的实施,其在几个层次上利用并行性地利用并行性。我们呈现数字示例,其中石墨烯建模是目标应用之一。

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