On the Study of Human Cooperation via Computer Simulation: Why Existing Computer Models Fail to Tell Us Much of Anything (Synthesis Lectures on Games and Computational Intelligence)

Language: English

Published by Morgan & Claypool Publishers, 2019

1681736365 / 9781681736365

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Seller: Leopolis, Kraków, PolandLeopolis

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8vo (24.5 cm), XIII, 80 pp. Publisher's laminated boards. Synopsis: Cooperation is pervasive throughout nature, but its origin remains an open question. For decades, social scientists, business leaders, and economists have struggled with an important question: why is cooperation so ubiquitous among unrelated humans? The answers would have profound effects because anything that promotes cooperation leads to more productive work environments and benefits society at large. Game theory provides an ideal framework for studying social dilemmas, or those situations in which people decide whether to cooperate with others (benefitting the group) or defect by prioritizing their self-interest (benefitting only the individual). The social dilemma is formulated as a mathematical game and then programmed into a computer model. Simulating the game allows researchers to investigate potential theories to explain how cooperation emerges and what promotes its persistence. Over the past 25 years, countless papers on social dilemma games have been published, yet arguably little progress has been made. The problem is the social dilemma game models are unrealistic in the sense they contain artificial constructs that deviate from the way humans act. This book describes the shortcomings in current social dilemma game modeling techniques and provides guidance on designing more effective models. A basic introduction to game theory is provided with an emphasis on the prisoner's dilemma, the most widely studied social dilemma game. Individual chapters are provided detailing the shortcomings of weak selection, spatial games, and the Moran process. Computer model validation is also discussed at length. The recommendations found in this book should help design more realistic social dilemma game models likely to produce a better understanding of human cooperation.

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Title
On the Study of Human Cooperation via Computer Simulation: Why Existing Computer Models Fail to Tell Us Much of Anything (Synthesis Lectures on Games and Computational Intelligence)
Author
Greenwood, Garrison W.
Publisher
Morgan & Claypool Publishers
Publication year
2019
Condition
New
Binding
Hardcover
Language
English
ISBN 10
1681736365
ISBN 13
9781681736365
Seller catalogs
Computer science, Science

Leopolis

Kraków, Poland

5-star seller

AbeBooks seller since January 6, 2016

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Specializing in mathematical sciences, Church Slavonic and Slavic books, Eastern European history, travels and topography, bibliography, history and art of the book, history of libraries and collections

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Leopolis Volodymyr Dmyterko

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Kraków, Poland 31141