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research article

Directional Input Adaptation in Parametric Optimal Control Problems

Deshpande, Saurabh Anand  
•
Bonvin, Dominique  
•
Chachuat, Benoît  
2012
SIAM Journal on Control and Optimization

This paper deals with input adaptation in dynamic processes in order to guarantee feasible and optimal operation despite the presence of uncertainty. The proposed adaptation consists in using the nominal optimal inputs and adding appropriately designed input variation functions. For optimal control problems having both terminal and mixed control-state path constraints, two orthogonal sets of directions can be distinguished in the space of input variation functions: the so-called sensitivity-seeking directions, along which a small variation will not affect the respective active constraints, and the complementary constraint-seeking directions, along which a variation will affect the respective constraints. It is shown that the sensitivity-seeking directions satisfy certain linear integral equations. Two selective input adaptation strategies are then defined, namely, adaptation in the sensitivity- and constraint-seeking directions. This paper proves the important result that, for small parametric perturbations, the cost variation resulting from adaptation in the sensitivity-seeking directions (over no input adaptation) is typically smaller than that due to adaptation in the constraint-seeking directions.

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Type
research article
DOI
10.1137/110820646
Web of Science ID

WOS:000309999000012

Author(s)
Deshpande, Saurabh Anand  
Bonvin, Dominique  
Chachuat, Benoît  
Date Issued

2012

Publisher

Society for Industrial and Applied Mathematics

Published in
SIAM Journal on Control and Optimization
Volume

50

Issue

4

Start page

1995

End page

2024

Subjects

Parametric optimal control problem

•

terminal constraints

•

mixed control-state constraints

•

sensitivity-seeking directions

•

constraint-seeking directions

•

linear integral equations

•

selective input adaptation

•

cost variation.

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LA  
Available on Infoscience
January 10, 2011
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/62861
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