DocumentCode
3159357
Title
Information structures in optimal decentralized control
Author
Mahajan, Aditya ; Martins, Nuno C. ; Rotkowitz, M.C. ; Yuksel, Serdar
Author_Institution
Dept. of ECE, McGill Univ., Montreal, QC, Canada
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
1291
Lastpage
1306
Abstract
This tutorial paper provides a comprehensive characterization of information structures in team decision problems and their impact on the tractability of team optimization. Solution methods for team decision problems are presented in various settings where the discussion is structured in two foci: The first is centered on solution methods for stochastic teams admitting state-space formulations. The second focus is on norm-optimal control for linear plants under information constraints.
Keywords
decentralised control; optimal control; optimisation; state-space methods; comprehensive characterization; information constraints; information structures; optimal decentralized control; state-space formulations; team decision problems; team optimization; Aerospace electronics; Distributed control; Educational institutions; Loss measurement; Random variables; Relays;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6425819
Filename
6425819
Link To Document