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Welcome to the course!
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Introduction to the Study of Complexity
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Properties Common to Complex Systems
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Core Disciplines, Goals, and Methodologies of the Sciences of Complexity
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Definitions of Complexity
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What are Complex Systems? The Experts Weigh In
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Introduction to NetLogo
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Our First NetLogo Model (Optional Introduction to NetLogo programming)
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Our Second NetLogo Model (Optional Introduction to NetLogo programming, part 2)
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Unit 1 Homework (Optional)
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No Test for Unit 1
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Welcome to Unit 2
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Introduction to Dynamics
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Iteration
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Linear versus Nonlinear Systems
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Logistic Map
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Period Doubling Route to Chaos
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Universality in Chaos
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Guest Spot: Liz Bradley, University of Colorado and SFI
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Unit 2 Homework
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Unit 2 Homework Solutions
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Take Unit 2 Test
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Welcome to Unit 3
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Introduction
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The Koch Curve
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Fractal Dimension
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Examples of Fractal Dimension
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Guest Spot: John Rundle
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Box-Counting Dimension
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Unit 3 Homework
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Take Unit 3 Test
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Welcome to Unit 4
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Introduction
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Maxwell's Demon
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Entropy and Statistical Mechanics
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Shannon Information
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Models Illustrating Shannon Information Content
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Guest Spot: Jim Crutchfield
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Unit 4 Homework
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Take Unit 4 Test
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Welcome to Unit 5
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Introduction
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Evolving Control Programs for Robby the Robot
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Genetic Programming and Genetic Art
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Evolving Virtual Creatures
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Guest Spot: Stephanie Forrest
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Unit 5 Homework
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Take Unit 5 Test
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Welcome to Unit 6
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Introduction
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Game of Life
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Elementary Cellular Automata
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Cellular Automata as Dynamical Systems
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Cellular Automata as Computers
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Evolving CAs with GAs
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Unit 6 Homework
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Take Unit 6 Test
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Welcome to Unit 7
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Introduction
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Flocking and Schooling
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Synchronization
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Ant Foraging and Task Allocation
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Information Processing in Biological Systems
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Guest Spot: David Krakauer
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Guest Spot: Doyne Farmer
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Unit 7 Homework
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Take Unit 7 Test
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Welcome to Unit 8
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Introduction
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The Prisoner's Dilemma
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The El Farol Problem
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Tension in Games
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Guest Spot: Brian Arthur
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Unit 8 Homework
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Take Unit 8 Test
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Welcome to Unit 9
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Introduction
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Network Terminology
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Small-World Networks
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Scale-Free and Long-Tailed Degree Distributions
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Guest Spot: Mark Newman
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Take Unit 9 Test
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Welcome to the last Unit!
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What is Scaling?
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Metabolic Scaling
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Scaling in Cities
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Guest Spot: Luis Bettencourt
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Wrapping Up
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Take Unit 10 Test
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8.1 Welcome to Unit 8 » Welcome to Unit 8 from Instructor Santiago Guisasola
Hello everybody,
Welcome to Unit 8, Cooperation in Social Systems! Here you will learn about two famous games, El Farol and the Prisoner's Dilemma. Something to know: the El Farol problem is inspired by the real El Farol Bar in Santa Fe.
The El Farol problem is a situation where a crowd is good, but only to a point. A party is fun with a lot of people, but not too many people.
The Prisoner's Dilemma is the classic model for a situation where cooperation, although good for the group, gets beat by individual incentives to defect. This ultimately leads the group to a sub-optimal outcome.
Games in general are fascinating and put a shape to many of the social interactions we observe in nature. I hope you enjoy!
Best,
Santiago