Multi-objective Optimal Control: An Overview

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...

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Published in2007 IEEE International Conference on Control Applications pp. 170 - 175
Main Authors Gambier, A., Badreddin, E.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2007
Subjects
Constraint optimization
Control design
Control engineering
Control systems
Decision feedback equalizers
Design engineering
Design optimization
Fault diagnosis
Optimal control
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ISBN9781424404421
1424404428
ISSN1085-1992
DOI10.1109/CCA.2007.4389225

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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.
AbstractList 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.
Author Gambier, A.
Badreddin, E.
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Snippet Optimization techniques have been a crucial tool for designing control systems and for tuning controllers. The always increasing quality requirements for new...
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StartPage 170
SubjectTerms Constraint optimization
Control design
Control engineering
Control systems
Decision feedback equalizers
Design engineering
Design optimization
Fault diagnosis
Optimal control
Title Multi-objective Optimal Control: An Overview
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