Agent-Based Evolutionary Game Dynamics

Agent-Based Evolutionary Game Dynamics

This book is a guide to implement simple agent-based evolutionary models using NetLogo. All the models we implement are agent-based, i.e. individual agents and their interactions are explicitly represented in the models. To formalise agents’ interactions we use the basic framework of Evolutionary Ga...

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Bibliographic Details
Main Authors: Izquierdo, Luis R. (Author), Izquierdo, Segismundo S. (Author), Sandholm, William H. (Author)
Format: Electronic eBook
Language:English
Published: Madison, Wisconsin University of Wisconsin - Madison [2019]
Series:Open textbook library.
Subjects:
Computer Science > Textbooks
Online Access:Access online version
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Table of Contents:
  • 0. Introduction
  • 0.1. Introduction to evolutionary game theory
  • 0.2. Introduction to agent-based modeling
  • 0.3. Introduction to Netlogo
  • 0.4. The fundamentals of NetLogo
  • 1. Our first agent-based evolutionary model
  • 1.0. Our very first model
  • 1.1. Extension to any number of strategies
  • 1.2. Noise and initial conditions
  • 1.3. Interactivity and efficiency
  • 1.4. Analysis of these models
  • 1.5. Answers to exercises
  • 2. Spatial interactions on a grid
  • 2.0. Spatial chaos in the Prisoner's Dilemma

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