Optimization of nonlinear systems using the interval linearization method

Authors
Citation
Vn. Shashikhin, Optimization of nonlinear systems using the interval linearization method, J COMP SYST, 38(3), 1999, pp. 361-369
Citations number
14
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL
ISSN journal
10642307 → ACNP
Volume
38
Issue
3
Year of publication
1999
Pages
361 - 369
Database
ISI
SICI code
1064-2307(199905/06)38:3<361:OONSUT>2.0.ZU;2-M
Abstract
The optimization problem of nonlinear autonomous systems is considered. The proposed methodology for synthesis of a suboptimal control is based on an interval model of a nonlinear object that is constructed using the tools of interval analysis. The synthesized control allows one to ensure the stabil ity and suboptimality of the closed-loop system in the mode of large deviat ions from stationary states. An example of using the interval linearization in the control synthesis of an aircraft is presented.