Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv
The Role of Population Games in the Design of Optimization-Based Controllers
- A Large-scale Insight
Engelsk Paperback
The Role of Population Games in the Design of Optimization-Based Controllers
- A Large-scale Insight
Engelsk Paperback

907 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage

Om denne bog

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 year.

Product detaljer
Sprog:
Engelsk
Sider:
201
ISBN-13:
9783030063849
Indbinding:
Paperback
Udgave:
ISBN-10:
3030063844
Udg. Dato:
20 dec 2018
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
20 dec 2018
Forfatter(e):
Kategori sammenhænge