2011 Complexity and Modeling Program Readings: Difference between revisions
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{{2011 Complexity and Modeling Program}} | {{2011 Complexity and Modeling Program}} | ||
==Readings and Materials== | |||
===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]] | |||
===Tasmanian Devils=== | |||
[[Media:Polygons.PNG |Polygons.PNG]] | |||
===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:Szabo,_Szolnoki,_Izsak_-_RPS_on_Small_World_Networks.pdf | RPS on a Small World Network - Szabo, Szolnoki, Izsak]] | |||
[[Media:Kircher_-_Emergent_Behavior_of_Rock-Paper-Scissors_Game.pdf | Emergent Behavior of Rock Paper Scissors - Kircher]] | |||
===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]] | |||
===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]] | |||
===Ants=== | |||
[[Media:Dorigo,_Maniezzo,_Colorni_-_The_Ant_System_-_Optimization_by_a_colony_of_cooperating_agents.pdf | The Ant System: Optimization by a Colony of Cooperating Agents - Dorigo, Maniezzo, Colorni ]] | |||
===Epidemiology=== | |||
Global Epidemic and Mobility modeler: | |||
[http://www.gleamviz.org/] | |||
Readings: | |||
[http://www.pnas.org/content/103/7/2015.full.pdf+html Article on the role of airline network in predicting global epidemics.] | |||
[http://www.cpt.univ-mrs.fr/~barrat/bmb68.pdf Maps and cartograms of disease evolution in the US via air traffic.] | |||
==Curriculum & Tools== | |||
[[Media:NetLogo_Mystery_Pattern.pdf | Netlogo Mystery Pattern]] | |||
[[Media:A1-Complex_Adaptive_Systems-W&T.doc | Walk & Turn (doc)]] | |||
[[Media:C1-Swords&Shields.doc | Swords & Shields (doc)]] | |||
<b>Hillclimbers PDF AND MODEL</b> (.PDF with .nlogo attachent)<br> | |||
[[Media:Hill_Climbing_Rules.pdf | PDF File Download ]] | |||
[http://projectguts.org/files/Basic%20Hill%20Climbing%20Rig.nlogo Hillclimbers Tournament Rig]<br> | |||
[http://projectguts.org/files/example-turtles.nls Hillclimbers Example Turtles] | |||
==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.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''' | '''Suggested Videos''' | ||
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[http://santafe.edu/research/videos/catalog/ Video Catalog of SFI Lectures] | [http://santafe.edu/research/videos/catalog/ Video Catalog of SFI Lectures] | ||
[http://www.youtube.com/watch?v=cPjv5gIUeU8 The Secret Life of Chaos, BBC | [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.youtube.com/watch?v=cPjv5gIUeU8 The Secret Life of Chaos, BBC documentary on chaos theory] | |||
[http://www.pbs.org/wgbh/nova/nature/emergence.html NOVA ScienceNOW on | [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] | [http://projectguts.org/files/Fileshare_Area493/videoTutorials/introCAS.mov Progect GUTS Intro to Complex Adaptive Systems] | ||
Latest revision as of 15:46, 14 July 2011
| Complexity and Modeling Program Navigation
|
Readings and Materials
General Agent-Based Modeling
Aligning Simulation Models - Axtell et al.
Agent-Based Generative Social Science - Epstein
Modeling Civil Violence - Epstein
Complexity of Langton's Ant - Gajardo, Moreira, and Goles
Tasmanian Devils
Rock, Paper, Scissors
Rock Paper Scissors in Bacteria & Biodiversity - Kerr et al.
RPS on a Small World Network - Szabo, Szolnoki, Izsak
Emergent Behavior of Rock Paper Scissors - Kircher
Flocking
Statistical Physics is for the Birds - Feder
Autonomous Boids - Hartman & Benes
Flocks, Herds, and Schools - Reynolds
Chaos Theory
Deterministic Nonperiodic Flow - Lorenz
Networks
Ants
The Ant System: Optimization by a Colony of Cooperating Agents - Dorigo, Maniezzo, Colorni
Epidemiology
Global Epidemic and Mobility modeler: [1]
Readings:
Article on the role of airline network in predicting global epidemics.
Maps and cartograms of disease evolution in the US via air traffic.
Curriculum & Tools
Hillclimbers PDF AND MODEL (.PDF with .nlogo attachent)
PDF File Download
Hillclimbers Tournament Rig
Hillclimbers Example Turtles
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
The Secret Life of Chaos, BBC documentary on chaos theory
Emergence, Abridged NOVA ScienceNOW documentary on emergent phenomena