AN ELIMINATION METHOD FOR SOLVING MATRIX EQUATIONS

Authors
Citation
C. Storey, AN ELIMINATION METHOD FOR SOLVING MATRIX EQUATIONS, Hungarian journal of industrial chemistry, 24(4), 1996, pp. 303-308
Citations number
23
Categorie Soggetti
Engineering, Chemical",Chemistry
ISSN journal
01330276
Volume
24
Issue
4
Year of publication
1996
Pages
303 - 308
Database
ISI
SICI code
0133-0276(1996)24:4<303:AEMFSM>2.0.ZU;2-T
Abstract
Matrix equations often arise in chemical engineering mathematics (e.g. , the Liapunov and Riccati equations) and it is important to have effi cient methods for their solution. In this paper a new ''elimination'' method is proposed. The method uses the Cayley - Hamilton theorem to o btain relationships between a solution X to a matrix equation, the mat rix coefficients in the equation and the characteristic coefficients o f X. Given initial estimates of the characteristic coefficients it is then possible to formulate an iterative scheme to determine X itself. The method can be used more directly when the matrix equation reduces to finding the m(th) roots of a matrix Q, say, in which case interesti ng algebraic expressions linking the characteristic coefficients of Q and those of its roots can be obtained. Some illustrative examples are given and an attempt is made to compare the new approach with current ly available alternatives.