Self-organizing Coalitions for Managing Complexity : Agent-based Simulation of Evolutionary Game Theory Models using Dynamic Social Networks for Interdisciplinary Applications / by Juan C. Burguillo

By:

Burguillo, Juan C [aut]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Emergence, Complexity and Computation ; 29 | SpringerLink Bücher | Springer eBook Collection EngineeringPublisher: Cham : Springer, 2018Description: Online-Ressource (XVI, 343 p. 187 illus., 149 illus. in color, online resource)ISBN:

9783319698984

Subject(s):

Additional physical formats: 9783319698960 | Erscheint auch als: 978-3-319-69896-0 Druck-Ausgabe | Printed edition: 9783319698960 MSC: MSC: *68-02 | 05C82 | 68Q80 | 68T05 | 68U20 | 91A22LOC classification:

QA76.9.M35

DOI: DOI: 10.1007/978-3-319-69898-4Online resources:

Summary: This book provides an interdisciplinary approach to complexity, combining ideas from areas like complex networks, cellular automata, multi-agent systems, self-organization and game theory. The first part of the book provides an extensive introduction to these areas, while the second explores a range of research scenarios. Lastly, the book presents CellNet, a software framework that offers a hands-on approach to the scenarios described throughout the book. In light of the introductory chapters, the research chapters, and the CellNet simulating framework, this book can be used to teach undergraduate and master’s students in disciplines like artificial intelligence, computer science, applied mathematics, economics and engineering. Moreover, the book will be particularly interesting for Ph.D. and postdoctoral researchers seeking a general perspective on how to design and create their own modelsSummary: Introduction.- Complex Systems -- Complex Networks.- Cellular Automata.- Multi-agent Systems -- Self-Organization.- Game Theory.- Optimization Models with Coalitional Cellular Automata -- Time Series Prediction using Coalitions and Self-Organizing MapsPPN: PPN: 1658624343Package identifier: Produktsigel: ZDB-2-ENG | ZDB-2-SEB | ZDB-2-SXE

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