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Image of - Game Theory Decisions | Interaction and Evolution | Paperback
Game Theory Decisions | Interaction and Evolution | Paperback

Game Theory Decisions | Interaction and Evolution | Paperback

by Webb

About the Book: Game Theory: Decisions, Interaction and Evolution This introduction to game theory is written from a mathematical perspective. Its primary purpose is to be a first course for undergraduate students of mathematics, but it also contains material which will be of interest to advanced students or researchers in biology and economics. The outstanding feature of the book is that it provides a unified account of three types of decision problem: Situations involving a single decision-maker: in which a sequence of choices is to be made ina game against nature. This introduces the basic ideas of optimality and decision processes. Classical game theory: in which the interactions of two or more decision-makers are considered. This leads to the concept of the Nash equilibrium. Evolutionary game theory: in which the changing structure of a population of interacting decision makers is considered. This leads to the ideas of evolutionarily stable strategies and replicator dynamics. An understanding of basic calculus and probability is assumed but no prior knowledge of game theory is required. Detailed solutions are provided for the numerous exercises. Contents Part I: Decisions Simple Decision Models Simple Decision Processes Markov Decision Processes Part II: Interaction Static Games Finite Dynamic Games Games with Continuous Strategy Sets Infinite Dynamic Games Part III: Evolution Population Games Replicator Dynamics Part IV: Appendices Constrained Optimisation Dynamical Systems Solutions to Exercises Further Reading Bibliography Index

Highlights

  • binding-icon

    9788132204442

    ISBN:

  • binding-icon

    Webb

    Author:

  • binding-icon

    N/A

    Pages:

  • binding-icon

    370 gm

    Weight:

  • langauage-icon

    English

    Language:

  • date-icon

    2012

    Year:

  • edition-icon

    N/A

    Edition:

  • binding-icon

    Paperback

    Binding:

279

349

About the Book: Game Theory: Decisions, Interaction and Evolution This introduction to game theory is written from a mathematical perspective. Its primary purpose is to be a first course for undergraduate students of mathematics, but it also contains material which will be of interest to advanced students or researchers in biology and economics. The outstanding feature of the book is that it provides a unified account of three types of decision problem: Situations involving a single decision-maker: in which a sequence of choices is to be made ina game against nature. This introduces the basic ideas of optimality and decision processes. Classical game theory: in which the interactions of two or more decision-makers are considered. This leads to the concept of the Nash equilibrium. Evolutionary game theory: in which the changing structure of a population of interacting decision makers is considered. This leads to the ideas of evolutionarily stable strategies and replicator dynamics. An understanding of basic calculus and probability is assumed but no prior knowledge of game theory is required. Detailed solutions are provided for the numerous exercises. Contents Part I: Decisions Simple Decision Models Simple Decision Processes Markov Decision Processes Part II: Interaction Static Games Finite Dynamic Games Games with Continuous Strategy Sets Infinite Dynamic Games Part III: Evolution Population Games Replicator Dynamics Part IV: Appendices Constrained Optimisation Dynamical Systems Solutions to Exercises Further Reading Bibliography Index

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