2015 Complexity and Modeling Program Readings: Difference between revisions
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{{2015 Complexity and Modeling Program}} | {{2015 Complexity and Modeling Program}} | ||
[[Image: SFIcamp20143.jpg]] | |||
==Readings and Materials== | |||
'''[http://santafe.edu/ Santa Fe Institute Website]'''<br> | |||
===Complexity Resources=== | |||
'''[http://www.complexityexplorer.org/online-courses/11 Introduction to Complexity Online Videos]'''<br> | |||
'''[http://www.complexityexplorer.org/explore/glossary Complexity Explorer Terms Glossary]'''<br> | |||
'''[http://www.complexityexplorer.org/online-courses Santa Fe Institute Online Courses on Complexity]'''<br> | |||
'''[https://www.youtube.com/user/santafeinst A huge online archive of Santa Fe Institute YouTube Videos]'''<br> | |||
'''[http://www.complexityexplorer.org/explore/resources Background Reading on Complexity]'''<br> | |||
===General Agent-Based Modeling=== | |||
<!-- [[Media:Axtell,_et_al_-_Aligning_Simulation_Models.pdf | Aligning Simulation Models - Axtell et al.]] | |||
--> | |||
<!-- [[Media:Epstein_-_Agent-based_Generative_Social_Science.pdf | Agent-Based Generative Social Science - Epstein]] --> | |||
<!-- [[Media:Epstein,_Steinbruner,_Parker_-_Modeling_Civil_Violence.pdf | Modeling Civil Violence - Epstein]] --> | |||
<!-- [[Media:Gajardo,_Moreira,_Goles_-_Complexity_of_Langton's_Ant.pdf | Complexity of Langton's Ant - Gajardo, Moreira, and Goles]] --> | |||
===Probability Puzzles=== | |||
Puzzle #1 [[Media:UnfairCoin.pdf | The Unfair Coin]] | |||
Puzzle #2 [[Media:ProblemofPoints.pdf | Problem of points]] | |||
Puzzle #3 [[Media:ProbabilityPuzzles.pdf | Dice Exercises]] | |||
===Ecological Modeling=== | |||
===Rock, Paper, Scissors=== | |||
[[Media:Kerr,_et_al_-_Local_dispersal_promotes_biodiversity_in_rock-paper-scissors.pdf | Rock Paper Scissors in Bacteria & Biodiversity - Kerr et al.]] | |||
[[Media:Kircher_-_Emergent_Behavior_of_Rock-Paper-Scissors_Game.pdf | Emergent Behavior of Rock Paper Scissors - Kircher]] | |||
[[Media:Bennett - Rock Paper Scissors.pdf | Rock-Paper-Scissors Ecosystem]] | |||
<!-- ===Flocking=== | |||
[[Media:Feder_-_Statistical_Physics_is_for_the_Birds.pdf | Statistical Physics is for the Birds - Feder ]] | |||
[[Media:Hartman,_Benes_-_Autonomous_Boids.pdf | Autonomous Boids - Hartman & Benes]] | |||
[[Media:Reynolds_-_Flocks,_Herds,_and_Schools.PDF | Flocks, Herds, and Schools - Reynolds]] | |||
--> | |||
<!-- ===Peppered Moths: Melanism and Evolution=== | |||
[[Media:melanism.pdf | Fine-tuning the Peppered Moth Paradigm - Grant ]] | |||
[[Media:Darwiniandisciple.pdf | The Peppered Moth: Decline of a Darwinian Disciple - Majerus ]] | |||
[[Media:Swedentalk220807.pdf | The Peppered Moth: The Proof of Darwinian Evolution - Majerus ]] | |||
--> | |||
===Chaos Theory=== | |||
[[Media:Lorenz_-_Deterministic,_Non-periodic_Flow.PDF | Deterministic Nonperiodic Flow - Lorenz]] | |||
===Networks=== | |||
<!-- [[Media:Dunne_-_Encyclopedia_of_Complex_Systems,_Food_Webs.pdf | Food Webs - Dunne]] --> | |||
===Epidemiology=== | |||
==Curriculum & Tools== | |||
[[Media:A1-Complex_Adaptive_Systems-W&T.doc | Walk & Turn (doc)]] | |||
[[Media:C1-Swords&Shields.doc | Swords & Shields (doc)]] | |||
[[Media:coreconcepts.pdf | Core Concepts (doc)]] | |||
[[Media:langstonsants.pdf | Langston's Ants (doc)]] | |||
==Suggested Readings== | |||
[[Media:Why_Model.pdf |Why Model? - Joshua M Epstein, ]] | |||
[http://www.santafe.edu/media/workingpapers/10-12-033.pdf Jim Crutchfield, The Dreams of Theory] | |||
[http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0195124413/ref=sr_1_1?ie=UTF8&qid=1309386862&sr=8-1 Melanie Mitchell, Complexity: A Guided Tour] | |||
[http://www.amazon.com/Honeybee-Democracy-Thomas-D-Seeley/dp/0691147213 Thomas D. Seeley, Honey Bee Democracy] | |||
==Suggested Videos== | |||
[http://santafe.edu/research/videos/catalog/ Video Catalog of SFI Lectures] | |||
[http://itunes.apple.com/itunes-u/understanding-human-behavior/id381962164 Iain Couzin, Understanding Human Behavior] | |||
[http://www.youtube.com/watch?v=ZbK92bRW2lQ Hunting the Hidden Dimension, NOVA documentary on fractal geometry] | |||
[http://www.pbs.org/wgbh/nova/nature/emergence.html Emergence, Abridged NOVA ScienceNOW documentary on emergent phenomena] | |||
[http://projectguts.org/files/Fileshare_Area493/videoTutorials/introCAS.mov Progect GUTS Intro to Complex Adaptive Systems] | |||
Latest revision as of 23:25, 15 July 2015
2015 Complexity and Modeling Program Navigation
|
Readings and Materials
Complexity Resources
Introduction to Complexity Online Videos
Complexity Explorer Terms Glossary
Santa Fe Institute Online Courses on Complexity
A huge online archive of Santa Fe Institute YouTube Videos
Background Reading on Complexity
General Agent-Based Modeling
Probability Puzzles
Puzzle #1 The Unfair Coin
Puzzle #2 Problem of points
Puzzle #3 Dice Exercises
Ecological Modeling
Rock, Paper, Scissors
Rock Paper Scissors in Bacteria & Biodiversity - Kerr et al.
Emergent Behavior of Rock Paper Scissors - Kircher
Chaos Theory
Deterministic Nonperiodic Flow - Lorenz
Networks
Epidemiology
Curriculum & Tools
Suggested Readings
Why Model? - Joshua M Epstein,
Jim Crutchfield, The Dreams of Theory
Melanie Mitchell, Complexity: A Guided Tour
Thomas D. Seeley, Honey Bee Democracy
Suggested Videos
Iain Couzin, Understanding Human Behavior
Hunting the Hidden Dimension, NOVA documentary on fractal geometry
Emergence, Abridged NOVA ScienceNOW documentary on emergent phenomena