๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

An iterative algorithm for the least squares bisymmetric solutions of the matrix equations

โœ Scribed by Jing Cai; Guoliang Chen


Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
555 KB
Volume
50
Category
Article
ISSN
0895-7177

No coin nor oath required. For personal study only.

โœฆ Synopsis


In this paper, an iterative algorithm is constructed to solve the minimum Frobenius norm residual problem: min

over bisymmetric matrices. By this algorithm, for any initial bisymmetric matrix X 0 , a solution X * can be obtained in finite iteration steps in the absence of roundoff errors, and the solution with least norm can be obtained by choosing a special kind of initial matrix. Furthermore, in the solution set of the above problem, the unique optimal approximation solution X to a given matrix X in the Frobenius norm can be derived by finding the least norm bisymmetric solution of a new corresponding minimum Frobenius norm problem. Given numerical examples show that the iterative algorithm is quite effective in actual computation.


๐Ÿ“œ SIMILAR VOLUMES


Ranks of least squares solutions of the
โœ Yong Hui Liu ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 224 KB

For a complex matrix equation AX B = C, we solve the following two problems: (1) the maximal and minimal ranks of least square solution X to AX B = C, and (2) the maximal and minimal ranks of two real matrices X 0 and X 1 in least square solution X = X 0 + iX 1 to AX B = C. We also give a necessary

An iterative penalty method for the leas
โœ D. G. Zeitoun; J. P. Laible; G. F. Pinder ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 426 KB ๐Ÿ‘ 2 views

This article is concerned with iterative techniques for linear systems of equations arising from a least squares formulation of boundary value problems. In its classical form, the solution of the least squares method is obtained by solving the traditional normal equation. However, for nonsmooth boun