首页 | 官方网站   微博 | 高级检索  
     

三对角线性方程组的一种有效分布式并行算法
引用本文:骆志刚,李晓梅,王正华.三对角线性方程组的一种有效分布式并行算法[J].计算机研究与发展,2000,37(7):802-806.
作者姓名:骆志刚  李晓梅  王正华
作者单位:1. 国防科技大学计算机学院并行与分布处理国家重点实验室,长沙,410073
2. 国防科技大学计算机学院并行与分布处理国家重点实验室,长沙,410073;装备指挥技术学院,北京,101416
基金项目:国家自然科学基金重点项目 !(项目编号 6993 3 0 3 0 ),国家“八六三”高技术研究发展计划基金资助!(项目编号 863 -3 0 6-ZD-0 1-0 3 -
摘    要:提出了分布式存储环境下求解三对角线性方程的一种并行算法,该算法基于“分而治之”的策略,高效地形成并求解其缩减方程组,避免不必要的冗余计算,通过对计算量的仔细估计,较好地平衡了各处理机的负载;同时,充分利用了计算与通信重叠技术,减少处理机空闲时间,分析了自救的复杂性,给 分布存储多计算机系统上的数值试验结果,数值结果表明,算法的效率较迟利华和李晓梅的DPP算法有较大的提高。

关 键 词:分布式存储  三对角线性方程组  并行算法

AN EFFECTIVE PARALLEL ALGORITHM FOR SOLVING TRIDIAGONAL LINEAR SYSTEMS ON DISTRIBUTED-MEMORY MULTICOMPUTERS
LUO Zhi-Gang,LI Xiao-Mei,WANG Zheng-Hua.AN EFFECTIVE PARALLEL ALGORITHM FOR SOLVING TRIDIAGONAL LINEAR SYSTEMS ON DISTRIBUTED-MEMORY MULTICOMPUTERS[J].Journal of Computer Research and Development,2000,37(7):802-806.
Authors:LUO Zhi-Gang  LI Xiao-Mei  WANG Zheng-Hua
Abstract:A parallel algorithm for solving tridiagonal linear systems on distributed memory multicomputers is presented. The algorithm is based on the divide and conquer principle. The reduction system is formed and solved efficiently. The unnecessary redundancy computation is avoided. On account of carefully estimating the computation task, the loads of solving the system are evenly distributed among the processors. This algorithm makes full use of overlapping between computation and communication to decreas the amount of processors' idle time. The complexity of the algorithm is analyzed. The results of numerical experiments about the algorithm on a multicomputer are presented. The numerical results show that the efficiency of this algorithm is much higher than that of Chi Li hua and Li Xiao mei's DPP algorithm.
Keywords:distributed  memory  tridiagonal linear system  parallel algorithm  multicomputer system
本文献已被 CNKI 维普 万方数据 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司    京ICP备09084417号-23

京公网安备 11010802026262号