The Role of Population Games in the Design of Optimization-Based Controllers : A Large-scale Insight / by Julian Barreiro-Gomez

Von:

Barreiro-Gomez, Julian, 1988- [VerfasserIn]

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Springer Theses, Recognizing Outstanding Ph.D. Research | SpringerLink BücherVerlag: Cham : Springer International Publishing, 2019Beschreibung: Online-Ressource (XXIX, 201 p. 61 illus., 55 illus. in color, online resource)ISBN:

9783319922041

Schlagwörter:

Andere physische Formen: 9783319922034 | 9783319922058 | Erscheint auch als: 978-3-319-92203-4 Druck-Ausgabe | Printed edition: 9783319922034 | Printed edition: 9783319922058 DDC-Klassifikation:

629.8

MSC: MSC: *93-02 | 93A15 | 91A22 | 91A80LOC-Klassifikation:

TJ212-225

DOI: DOI: 10.1007/978-3-319-92204-1Online-Ressourcen:

Zusammenfassung: This book reports on the implementation of evolutionary-game theory in the design of distributed optimization-based controllers. First, it discusses how the classical population-game approach can contribute to and complement the design of optimization-based controllers. It shows how the features of this approach can be exploited to extend their capabilities in the solution of distributed optimization problems, and examines density games in order to consider multiple coupled constraints and preserve the non-centralized information requirements. Furthermore, it establishes a close relationship between the possible interactions among agents in a population with constrained information sharing among different local controllers. It also discusses coalitional games, focusing on the Shapley power index and proposes an alternative method of computing the latter, which reduces computational time, as well as a different way of finding it using distributed communication structures. All the proposed strategies are then tested on various control problems, such as those related to the Barcelona water supply network, multiple continuous stirred tank reactors, various unmanned aerial vehicle systems, and a water distribution system. This thesis, examined at the Universitat Politècnica de Catalunya and Universidad de los Andes in 2017, received the award for best thesis in control from the control group of the Spanish Committee of Automatic Control (CEA) in the same yearZusammenfassung: Introduction -- Literature Review and Background -- Dynamical Tuning for Multi-objective MPC Controllers -- Distributed Predictive Control Using Population Games -- Distributed Formation Control Using Population Games -- Distributed Predictive Control Using Density-dependent Population Games -- Power Index in Control -- Partitioning for Large-scale Systems: Sequential DMPC Design -- Distributed System Partitioning and DMPC -- Contributions and Concluding RemarksPPN: PPN: 1030108986Package identifier: Produktsigel: ZDB-2-ENG | ZDB-2-INR | ZDB-2-SEB | ZDB-2-SXIT

Exemplare ( 0 )
Titelinformationen ( 1 )

Dieser Titel hat keine Exemplare

Reproduktion. (Springer eBook Collection. Intelligent Technologies and Robotics)