Publication
An application of the Shapley value to perform system partitioning
Conference Article
Conference
American Control Conference (ACC)
Edition
2015
Pages
2143-2148
Doc link
http://dx.doi.org/10.1109/ACC.2015.7171050
File
Authors
-
Muros Ponce, Francisco
-
Maestre Torreblanca, José María
-
Algaba Durán, Encarnación
-
Ocampo Martínez, Carlos A.
-
Fernández Camacho, Eduardo
Abstract
We introduce a new method to perform the partitioning of non-centralized dynamical linear systems based on the relevance of the possible interconnections among the smallest components of the system. In particular, we analyze the importance of the interconnections using game theoretical tools, so that they can be arranged as a function of their expected contribution to the overall system performance. In addition, this method allows to identify unnecessary interconnections and highlights the most appropriate communication links facing the application of distributed control schemes. The effectiveness of the proposed method is shown at the end of this work by means of a numerical example.
Categories
control theory, linear programming, mathematical programming.
Author keywords
system partitioning, Shapley value, cooperative games
Scientific reference
F. Muros, J.M. Maestre, E. Algaba, C. Ocampo-Martínez and E. Fernández. An application of the Shapley value to perform system partitioning, 2015 American Control Conference, 2015, Chicago, Illinois, pp. 2143-2148.
Follow us!