dawn -1000上广义特征问题的并行求解器

Xue-bin Chi
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引用次数: 1

摘要

本文研究了在dawn -1000上求解厄米型矩阵广义特征问题的并行实现。它源于对非线性光学晶体结构的理论分析。我们使用Cholesky分解、householder变换、等分法和逆迭代来完成计算。该实现基于曙光-1000提供的BLAS库和通信函数库。数值结果表明,该方法具有良好的性能,在物理上的应用令人满意。
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Parallel solver of generalized eigenproblem on Dawning-1000
In this paper, we consider the parallel implementation of solving generalized eigenproblem of Hermitian type matrices on Dawning-1000. It arises from the theoretical analysis of nonlinear optical crystal structures. We use Cholesky factorisation, Househoulder transformation, bisection method and inverse iteration to complete the computation. The implementation is based on the BLAS library and communication function library provided on Dawning-1000. The numerical results show very good performance and the application in physics is satisfactory.
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