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预处理2步非线性共轭梯度法的并行算法与数值试验

A PARALLEL ALGORITHM OF PRECONDITIONED 2-STEP NONLINEAR CONJUGATE GRADIENT (NCG) METHOD AND NUMERICAL TEST
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摘要 A 2-step nonlinear conjugate gradient (NCG) method has been introduced and an-alyzed in [2]. This method can be used to solve large sparse nonlinear equations with nonsymmetric Jacobin. In this paper, we presented a parallel algorithm of precohdi-tioned 2-step nonlinear conjugate gradient method and discuss how to choose the better precondition which is more suitable for shared memory multiprocessor. Also, we ana lyze how to implement efficiently polynomial preconditioning with step NCG method on shared memory parallel computer. Numerical result on solving nonlinear equations arising from the discretization of nonlinear elliptic partial equations have been given. A 2-step nonlinear conjugate gradient (NCG) method has been introduced and an-alyzed in [2]. This method can be used to solve large sparse nonlinear equations with nonsymmetric Jacobin. In this paper, we presented a parallel algorithm of precohdi-tioned 2-step nonlinear conjugate gradient method and discuss how to choose the better precondition which is more suitable for shared memory multiprocessor. Also, we ana lyze how to implement efficiently polynomial preconditioning with step NCG method on shared memory parallel computer. Numerical result on solving nonlinear equations arising from the discretization of nonlinear elliptic partial equations have been given.
作者 邓玲 李庆扬
出处 《数值计算与计算机应用》 CSCD 北大核心 1997年第2期151-160,共10页 Journal on Numerical Methods and Computer Applications
基金 国家自然科学基金
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参考文献4

  • 1李庆扬,清华大学学报,1993年,83卷,增4期,5页
  • 2陈景良,并行算法引论,1992年
  • 3康立山,解数学物理问题的异步并行算法,1985年
  • 4邓玲,2步非线性CG迭代法

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