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Partitioning of large-scale systems using game-theoretic coalitional methods

Author
Muros, F.; Maestre, J.; Ocampo-Martinez, C.A.; Algaba, E.; Fernández Camacho, Eduardo
Type of activity
Presentation of work at congresses
Name of edition
2018 European Control Conference
Date of publication
2018
Presentation's date
2018
Book of congress proceedings
2018 European Control Conference (ECC)
First page
2517
Last page
2522
DOI
https://doi.org/10.23919/ECC.2018.8550096 Open in new window
URL
https://ieeexplore.ieee.org/document/8550096 Open in new window
Abstract
In this paper, tools from cooperative game theory are combined with predictive control to perform the partitioning of large-scale systems (LSS). More specifically, a partitioning algorithm based on the Shapley value to rank the links by using a cooperative cost game is proposed. To this end, coalitional model predictive control, which offers a trade-off between control performance and communication burden, is considered to assess the value of the coalitions in the game. Also, combinatorial explo...
Keywords
automation, control theory, game theory, industrial applications, optimisation, partitioning of large-scale systems
Group of research
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Advanced Control Systems

Participants

  • Muros Ponce, Francisco  (author and speaker )
  • Maestre Torreblanca, José María  (author and speaker )
  • Ocampo Martinez, Carlos A.  (author and speaker )
  • Algaba Durán, Encarnación  (author and speaker )
  • Fernández Camacho, Eduardo  (author and speaker )