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The Role of Population Games in the Design of Optimization-Based Controllers - A Large-scale Insight (Hardcover, 1st ed. 2019) Loot Price: R2,960
Discovery Miles 29 600
The Role of Population Games in the Design of Optimization-Based Controllers - A Large-scale Insight (Hardcover, 1st ed. 2019):...

The Role of Population Games in the Design of Optimization-Based Controllers - A Large-scale Insight (Hardcover, 1st ed. 2019)

Julian Barreiro-Gomez

Series: Springer Theses

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Loot Price R2,960 Discovery Miles 29 600 | Repayment Terms: R277 pm x 12*

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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 Politecnica 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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Springer Theses
Release date: August 2018
First published: 2019
Authors: Julian Barreiro-Gomez
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 201
Edition: 1st ed. 2019
ISBN-13: 978-3-319-92203-4
Categories: Books > Professional & Technical > Technology: general issues > Engineering: general
Books > Science & Mathematics > Mathematics > Optimization > Game theory
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
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LSN: 3-319-92203-3
Barcode: 9783319922034

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