Research on the Convergence of Iterative Method Using Mixed Precision Calculation Solving Complex Symmetric Linear Equation

被引:5
|
作者
Masui, Koki [1 ]
Ogino, Masao [2 ]
机构
[1] Nagoya Univ, Grad Sch Informat, Nagoya, Aichi 4648601, Japan
[2] Daido Univ, Fac Informat, Nagoya, Aichi 4570819, Japan
关键词
Complex symmetric matrices; electromagnetic fields; high-precision calculation; iterative methods; ELECTROMAGNETIC-FIELD; ICCG METHOD; ACCELERATION;
D O I
10.1109/TMAG.2019.2951280
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This article investigates the complex symmetric linear equations that appear in high-frequency electromagnetic-field analysis. As an efficient linear solver, we propose a mixed-precision iterative method with double- and doubledouble (DD)-precision floating-point numbers and an efficient implementation of DD-precision arithmetic with fused multiplyadd instructions. Using the proposed method, we successfully reduce both iteration count and calculation time compared with the conventional method. Moreover, we demonstrate the relationship between multiple-precision arithmetic and the acceleration factor of the incomplete Cholesky factorization.
引用
收藏
页数:4
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