ON A NONLINEAR MATRIX EQUATION ARISING IN NANO RESEARCH

被引:18
作者
Guo, Chun-Hua [1 ]
Kuo, Yueh-Cheng [2 ]
Lin, Wen-Wei [3 ,4 ]
机构
[1] Univ Regina, Dept Math & Stat, Regina, SK S4S 0A2, Canada
[2] Natl Univ Kaohsiung, Dept Appl Math, Kaohsiung 811, Taiwan
[3] Natl Taiwan Univ, Dept Math, Taipei 106, Taiwan
[4] Natl Chiao Tung Univ, Ctr Math Modelling & Sci Comp, Hsinchu 300, Taiwan
基金
加拿大自然科学与工程研究理事会;
关键词
nonlinear matrix equation; complex symmetric solution; weakly stabilizing solution; fixed-point iteration; structure-preserving algorithm; Green's function; CONVERGENCE ANALYSIS; EIGENVALUES; ALGORITHMS;
D O I
10.1137/100814706
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The matrix equation X + A (vertical bar) X(-1)A - Q arises in Green's function calculations in nano research, where A is a real square matrix and Q is a real symmetric matrix dependent on a parameter and is usually indefinite. In practice one is mainly interested in those values of the parameter for which the matrix equation has no stabilizing solutions. The solution of interest in this case is a special weakly stabilizing complex symmetric solution X-*, which is the limit of the unique stabilizing solution X-eta of the perturbed equation X + A(inverted perpendicular) X(-1)A = Q + i eta I, as eta -> 0(+). It has been shown that a doubling algorithm can be used to compute X-eta efficiently even for very small values of eta, thus providing good approximations to X-*. It has been observed by nano scientists that a modified fixed-point method can sometimes be quite useful, particularly for computing X-eta for many different values of the parameter. We provide a rigorous analysis of this modified fixed-point method and its variant and of their generalizations. We also show that the imaginary part X-I of the matrix X-* is positive semidefinite and we determine the rank of X-I in terms of the number of unimodular eigenvalues of the quadratic pencil lambda(2)A(inverted perpendicular) - lambda Q + A. Finally we present a new structure-preserving algorithm that is applied directly on the equation X + A(inverted perpendicular) X(-1)A = Q. In doing so, we work with real arithmetic most of the time.
引用
收藏
页码:235 / 262
页数:28
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