Error bounds and a condition number for the absolute value equations

被引:16
|
作者
Zamani, Moslem [1 ]
Hladik, Milan [2 ]
机构
[1] Tilburg Univ, Dept Econometr & Operat Res, Tilburg, Netherlands
[2] Charles Univ Prague, Fac Math & Phys, Dept Appl Math, Malostranske 25, Prague 11800, Czech Republic
关键词
Absolute value equation; Error bounds; Condition number; Linear complementarity problem; Interval matrix; Convergence rate; SMOOTH NEWTON METHOD; WEAK SHARP MINIMA; CONVERGENCE ANALYSIS; INFINITY NORM; COMPLEMENTARITY; INVERSE; ALGORITHMS;
D O I
10.1007/s10107-021-01756-6
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Due to their relation to the linear complementarity problem, absolute value equations have been intensively studied recently. In this paper, we present error bound conditions for absolute value equations. Along with the error bounds, we introduce a condition number. We consider general scaled matrix p-norms, as well as particular p-norms. We discuss basic properties of the condition number, including its computational complexity. We present various bounds on the condition number, and we give exact formulae for special classes of matrices. Moreover, we consider matrices that appear based on the transformation from the linear complementarity problem. Finally, we apply the error bound to convergence analysis of two methods for solving absolute value equations.
引用
收藏
页码:85 / 113
页数:29
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