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Título

Multi-objective model-free control based on population dynamics and cooperative games

AutorBarreiro-Gómez, Julian ; Ocampo-Martinez, Carlos; Maestre, Jose Maria; Quijano, Nicanor
Palabras clavePopulation dynamics
Nash equilibrium
Cooperative games
Shapley value
Resource allocation
Partitioning approach
Fecha de publicación2015
EditorInstitute of Electrical and Electronics Engineers
Citación54th IEEE Conference on Decision and Control: 5296-5301 (2015)
ResumenThis work solves a model-free resource allocation problem with two objectives. These objectives represent both cooperation and competition directions. It is proposed a solution that combines a centralized cooperative game approach using the Shapley value to determine a proper partitioning of the system, and a decentralized non-cooperative game approach using the Nash equilibrium to achieve the control objective by means of both partial and local information. Furthermore, invariant set and stability analysis are discussed for the noncooperative game approach. Another contribution regarding the cooperative game approach relies on a novel and alternative way to compute the Shapley value for the chosen characteristic function. This alternative computational way is proposed in order to mitigate the commonly high computational burden issue, which is associated to the combinatorial explosion associated to the cooperative game approach.
DescripciónTrabajo presentado a la 54th CDC (Conference on Decision and Control) celebrada en Osaka (Japón) del 15 al 18 de diciembre de 2015.
Versión del editorhttp://dx.doi.org/10.1109/CDC.2015.7403048
URIhttp://hdl.handle.net/10261/133219
DOI10.1109/CDC.2015.7403048
ISBN978-1-4799-7884-7
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