Game Theory A Handbook Of Problems And Excercises
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Game Theory. A Handbook of Problems and Exercises
Since the origins in its modern form, due to the seminal works of von Neumann and Nash, Game theory has most often been considered for its applications to economic and social sciences. However, its mathematical roots are more general, and its set of analytical tools that can be used to predict the outcome of interactive decision situations can be very relevant for many other scientific fields, especially including information and industrial engineering, where it has recently become a common curricular subject in university programs. To train the "brain muscles" to solve problems in a game theoretic way, students may find it useful to practice on concrete examples. For this reason, this book presents a collection of exercises that can be suitable for any entry-level course on Game theory. While there is no specific major for which such a practical activity can be useful, the book is conceived with an engineering spirit, and a general regard for modeling and optimization (from technological scenarios to childish gameplay). Still, some useful considerations can also be derived for other fields such as social psychology, biology, or humanities. Rather than in-depth speculative discussions, the book covers mostly practical cases, however providing a preliminary theoretical justification for the solution methods. Covered topics include static games of complete information, zero-sum games and minimax problems, lotteries, sequential games, multistage games, Bayesian games. This may also encourage the reader to approach more advanced topics, with a solid methodological background and a full-rounded appreciation of the subject.
Game Theory. A Handbook of Problems and Excercises
Author: Leonardo Badia
language: en
Publisher: Società Editrice Esculapio
Release Date: 2022-01-18
Since the origins in its modern form, due to the seminal works of von Neumann and Nash, Game theory has most often been considered for its applications to economic and social sciences. However, its mathematical roots are more general, and its set of analytical tools that can be used to predict the outcome of interactive decision situations can be very relevant for many other scientific fields, especially including information and industrial engineering, where it has recently become a common curricular subject in university programs. To train the “brain muscles” to solve problems in a game theoretic way, students may find it useful to practice on concrete examples. For this reason, this book presents a collection of exercises that can be suitable for any entry-level course on Game theory. While there is no specific major for which such a practical activity can be useful, the book is conceived with an engineering spirit, and a general regard for modeling and optimization (from technological scenarios to childish gameplay). Still, some useful considerations can also be derived for other fields such as social psychology, biology, or humanities. Rather than in-depth speculative discussions, the book covers mostly practical cases, however providing a preliminary theoretical justification for the solution methods. Covered topics include static games of complete information, zero-sum games and minimax problems, lotteries, sequential games, multistage games, Bayesian games. This may also encourage the reader to approach more advanced topics, with a solid methodological background and a full-rounded appreciation of the subject.
Introduction to the Theory of Games
Author: Ferenc Forgó
language: en
Publisher: Springer Science & Business Media
Release Date: 1999-05-31
Game theory, defined in the broadest sense, is a collection of mathematical models designed for the analysis of strategic aspects of situations of conflict and cooperation in a broad spectrum of fields including economics, politics, biology, engineering, and operations research. This book, besides covering the classical results of game theory, places special emphasis on methods of determining `solutions' of various game models. Generalizations reaching beyond the `convexity paradigm' and leading to nonconvex optimization problems are enhanced and discussed in more detail than in standard texts on this subject. The development is theoretical-mathematical interspersed with elucidating interpretations and examples. Audience: The material in the book is accessible to PhD and graduate students and will also be of interest to researchers. Solid knowledge of standard undergraduate mathematics is required to read the book.