Unifying unitary and hyperbolic transformations

被引:9
作者
Bojanczyk, A
Qiao, SZ [1 ]
Steinhardt, AO
机构
[1] McMaster Univ, Dept Comp & Software, Hamilton, ON L8S 4L7, Canada
[2] Cornell Univ, Sch Elect Engn, Ithaca, NY 14853 USA
[3] DARPA Tact Technol Off, Arlington, VA 22203 USA
基金
加拿大自然科学与工程研究理事会;
关键词
Cholesky factor modification; hyperbolic rotation; hyperbolic householder transformation; error analysis;
D O I
10.1016/S0024-3795(00)00108-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we describe unified formulas for unitary and hyperbolic reflections and rotations, and show how these unified transformations can be used to compute a Hermitian triangular decomposition (R) over cap(H) D (R) over cap of a strongly nonsingular indefinite matrix (A) over cap given in the form (A) over cap = X-1(H) X-1 + alpha X-2(H) X-2, alpha = +/-1). The unification is achieved by the introduction of signature matrices which determine whether the applicable transformations are unitary, hyperbolic, or their generalizations. We derive formulas for the condition numbers of the unified transformations, propose pivoting strategics for lowering the condition number of the transformations, and present a unified stability analysis for applying the transformations to a matrix. (C) 2000 Elsevier Science Inc. All rights reserved.
引用
收藏
页码:183 / 197
页数:15
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