Game Theory: A Classical Introduction, Mathematical Games, and the Tournament (Synthesis Lectures on Games and Computational Intelligence) - Softcover

Andrew McEachern (author)

9781681731582: Game Theory: A Classical Introduction, Mathematical Games, and the Tournament (Synthesis Lectures on Games and Computational Intelligence)

Softcover

ISBN 10: 1681731584 ISBN 13: 9781681731582

Publisher: Morgan & Claypool Publishers, 2017

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This book is a formalization of collected notes from an introductory game theory course taught at Queen's University. The course introduced traditional game theory and its formal analysis, but also moved to more modern approaches to game theory, providing a broad introduction to the current state of the discipline. Classical games, like the Prisoner's Dilemma and the Lady and the Tiger, are joined by a procedure for transforming mathematical games into card games. Included is an introduction and brief investigation into mathematical games, including combinatorial games such as Nim. The text examines techniques for creating tournaments, of the sort used in sports, and demonstrates how to obtain tournaments that are as fair as possible with regards to playing on courts. The tournaments are tested as in-class learning events, providing a novel curriculum item. Example tournaments are provided at the end of the book for instructors interested in running a tournament in their own classroom. The book is appropriate as a text or companion text for a one-semester course introducing the theory of games or for students who wish to get a sense of the scope and techniques of the field.

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About the Author

Andrew McEachern obtained his Ph.D. in Applied Mathematics in 2013 from the University of Guelph, in Ontario, Canada. He is a Coleman postdoctoral Fellow at Queen's University, and his research interests include evolutionary computation, applied game theory, mathematics education initiatives, and mathematics curriculum development for elementary and high school students. Dr. Daniel Ashlock is a professor of mathematics at the University of Guelph with over 250 peer reviewed publications. His research focus is in computational intelligence, particularly representation, with a focus on games. In addition to working on automatic content generation, Dr. Ashlock is a fantasy role playing game designer, and also has published extensively on evolution in mathematical games. He serves as an associate editor of the IEEE Transactions on Computational Intelligence and Artificial Intelligence in Games and for the new journal Game and Puzzle Design.

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