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The Role of Population Games in the Design of Optimization-Based Controllers : A Large-scale Insight by Julian Barreiro-Gomez is a nonfiction available to read on EtoBox.

What is The Role of Population Games in the Design of Optimization-Based Controllers : A Large-scale Insight about?

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 syste

Who reads The Role of Population Games in the Design of Optimization-Based Controllers : A Large-scale Insight?

Author

Julian Barreiro-Gomez

Publisher

Springer International Publishing : Imprint: Springer

Published

2019

Language

EN

ISBN

9783319922041

Category

nonfiction

Subjects

Engineering, Mathematics, Management