[KSCI] Korea Science Citation Index Service

Control System Synthesis Using BMI: Control Synthesis Applications

Chung, Tae-Jin (Space Development of Research Center)
Oh, Hak-Joon (Telematics Research Department)
Chung, Chan-Soo (School of Electrical Engineering)

Publication Information

International Journal of Control, Automation, and Systems / v.1, no.2, 2003 , pp. 184-193 More about this Journal

Abstract

Biaffine Matrix Inequality (BMI) is known to provide the most general framework in control synthesis, but problems involving BMI's are very difficult to solve because nonconvex optimization should be solved. In the previous paper, we proposed a new solver for problems involving BMI's using Evolutionary Algorithms (EA). In this paper, we solve several control synthesis examples such as Reduced-order control, Simultaneous stabilization, Multi-objective control, $H_{\infty}$ optimal control, Maxed $H_2$ / $H_{\infty}$ control design, and Robust $H_{\infty}$ control. Each of these problems is formulated as the standard BMI form, and solved by the proposed algorithm. The performance in each case is compared with those of conventional methods.

Keywords

Biaffine matrix inequalities; nonconvex optimization; evolutionary algorithm;

Citations & Related Records

Times Cited By SCOPUS : 0

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