Agents, Games, and Evolution: Strategies at Work and Play
Autor Steven Orla Kimbroughen Limba Engleză Paperback – 19 sep 2019
Part I introduces classical game theory and strategy selection. It compares ideally rational and the "naturalist" approach used by this book, which focuses on how actual agents chose their strategies, and the effects of these strategies on model systems.
Part II explores a number of basic games, using models in which agents have fixed strategies. This section draws heavily on the substantial literature associated with the relevant application areas in the social sciences.
Part III reviews core results and applications of agent-based models in which strategic interaction is present and for which design issues have genuine practical import. This section draws heavily on the substantial literature associated with the application area to hand.
Part IV addresses miscellaneous topics in strategic interaction, including lying in negotiations, reasoning by backward induction, and evolutionary models.
Modeled after the authors’ Agents, Games, and Evolution course at the University of Pennsylvania, this book keeps mathematics to a minimum, focusing on computational strategies and useful methods for dealing with a variety of situations.
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Specificații
ISBN-13: 9780367381851
ISBN-10: 0367381850
Pagini: 512
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 0367381850
Pagini: 512
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Public țintă
Academic and Professional Practice & DevelopmentCuprins
Starters. Mixed Motives. Markets and Applications. Topics in Strategic Analysis. Appendices. Bibliography. Index.
Notă biografică
Steven Orla Kimbrough, The Wharton School, University of Pennsylvania, Philadelphia, USA
Descriere
Based on the author’s course at the University of Pennsylvania, this book explores a number of basic games using agent-based models where agents have fixed strategies. The author uses agent-based models to present a wide range of applications in which strategic interaction is present and for which design issues have genuine practical import. The text covers such games as the Prisoner’s Dilemma, Stag Hunt, Battle of the Sexes, and many other games of interest in the social sciences. All computational methods are implemented in NetLogo and the required mathematical background is included in an appendix.