2-STAGE ALGORITHM FOR THE LINEAR-APPROXIMATION OF LARGE-SCALE INTERCONNECTED STEADY-STATE SYSTEMS

Authors
HASIEWICZ Z
Citation
Z. Hasiewicz, 2-STAGE ALGORITHM FOR THE LINEAR-APPROXIMATION OF LARGE-SCALE INTERCONNECTED STEADY-STATE SYSTEMS, International Journal of Systems Science, 25(1), 1994, pp. 33-45
Citations number
27
Categorie Soggetti
System Science","Computer Science Theory & Methods","Operatione Research & Management Science
Journal title
International Journal of Systems Science → ACNP
ISSN journal
00207721
Volume
25
Issue
1
Year of publication
1994
Pages
33 - 45
Database
ISI
SICI code
0020-7721(1994)25:1<33:2AFTLO>2.0.ZU;2-I
Abstract
A two-stage algorithm is introduced to find the optimal (in the least- squares sense), linear approximate model of a non-linear steady-state composite system having a structure described by an interconnection ma trix. First, an optimum linear model of a complex system as a whole is computed and then optimal parameters for the component submodels of t he complex model maintaining the structure of the system, are derived in a decentralized manner. The particular form of the algorithm for se ries system is discussed separately. The practical utility of the appr oach is demonstrated by means of some examples.