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How To Take This 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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Unit 1 Homework Solutions (optional)
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Introduction to Dynamics
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Iteration
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Linear verus 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 (optional)
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Take Unit 2 Test (available when course is in session)
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Introduction
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The Koch Curve
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Fractal Dimension
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Guest Spot: John Rundle
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Examples of Fractal Dimension
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Box-Counting Dimension
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Unit 3 Homework
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Take Unit 3 Test (available when course is in session)
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Unit 3 Homework Solutions
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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 (available when course is in session)
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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 (available when course is in session)
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Introduction
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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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Guest Spot: Cris Moore
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Unit 6 Homework
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Take Unit 6 Test (available when course is in session)
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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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Unit 7 Homework Solutions
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Take Unit 7 Test (available when course is in session)
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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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Guest Spot: Brian Arthur
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Unit 8 Homework
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Take Unit 8 Test (available when course is in session)
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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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Unit 9 Homework
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Take Unit 9 Test (available when course is in session)
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What is Scaling?
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Metabolic Scaling
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Guest Spot: Geoffrey West
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Scaling in Cities
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Guest Spot: Luis Bettencourt
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No Homework for Unit 10!
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Take Unit 10 Test (available when course is in session)
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Wrapping Up
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Welcome to the Santa Fe Institute
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Jerry Sabloff, President of the Santa Fe Institute
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Jennifer Dunne, Professor and Chair of the Faculty
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Meeting of the Cities, Scaling, and Sustainability Group
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Simon DeDeo, Research Fellow
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Chris Wood, Director of the Business Network
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Ginger Richardson, Vice President for Education and Outreach
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Tea Time
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Farewell
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1.11 Unit 1 Homework Solutions (optional) » Intermediate HW Solution (7:38) Download Video
Solution to Unit 1 intermediate-level homework, by John Driscoll (teaching assistant). Sorry for misspelling of "Multiple" on the model's interface!
If you find the speakers in this video hard to understand, use the "Download" button to download a version of this video with captions.
Subtitles are available in the following languages:
- English (Automatic Captions)
Please click on the cc icon at the bottom right hand corner of the video to select the desired language and activate these subtitles.