Title :
Multi-objective Optimal Control: An Overview
Author :
Gambier, Adrian ; Badreddin, Essameddin
Author_Institution :
Univ. of Heidelberg at Mannheim, Mannheim
Abstract :
Optimization techniques have been a crucial tool for designing control systems and for tuning controllers. The always increasing quality requirements for new products and consequently the natural advance in control system design have lead to the introduction of more than one design criterion, which will require in turn more sophisticated techniques to solve such Multi-Objective Optimization (MOO) problems. Thus, many examples of using MOO techniques in control have appeared in the literature. In this paper, several optimal control design problems are analyzed from the MOO point of view. Moreover, some suggestions about how standard control design techniques can be extended to introduce multi-objective optimization are given.
Keywords :
control system synthesis; optimal control; tuning; design criterion; multi-objective optimal control; optimization techniques; tuning controllers; Books; Constraint optimization; Control design; Control engineering; Control systems; Decision feedback equalizers; Design engineering; Design optimization; Fault diagnosis; Optimal control;
Conference_Titel :
Control Applications, 2007. CCA 2007. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0442-1
Electronic_ISBN :
978-1-4244-0443-8
DOI :
10.1109/CCA.2007.4389225