A control-theoretic approach to the design of zero finding numerical methods

被引：44
|
作者：
Bhaya, Amit [1 ]
Kaszkurewicz, Eugenius [1 ]
机构：
[1] Univ Fed Rio de Janeiro, COPPE, Dept Elect Engn, BR-21945970 Rio De Janeiro, Brazil
来源：
IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 2007年 / 52卷 / 06期
关键词：
conjugate gradient (CG) algorithm; control Lyapunov functions (CLFs); iterative methods; proportional-integral-derivative control; zero finding methods;
D O I：
10.1109/TAC.2007.899109
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, it is shown how'standard iterative methods for solving linear and nonlinear equations can be designed from the point of view of control. Appropriate choices of control Lyapunov functions (CLFs) lead to both continuous and discrete-time versions of the Newton-Raphson and conjugate gradient algorithms as well as new variants.
引用
收藏
页码：1014 / 1026
页数：13
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